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1. 0.42.0 Sep 16, 2026 · release notes

   Adds conversation_link field, configurable New Relic timeout, GPUGPUA graphics processing unit, a processor that performs many calculations in parallel. AI workloads use GPUs to speed up model training and inference. diagnostics for k8s remediation, and namespace-scoped Helm install option.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.42.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.42.0

   • Adds conversation_link chat field rendered into the system prompt
   • Surfaces MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. structuredContent and drops null optional params from the MCP toolset
   • Adds configurable request timeout for the New Relic toolset
   • Adds GPU node diagnostics support to kubernetes-remediation MCP
   • Adds namespaceScopedRBAC Helm value for namespace-scoped Holmes installs

   5 details in Everything

2. 0.41.0 Sep 8, 2026 · release notes

   Adds skill_repos config for live-refresh of git-synced skills with caching

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.41.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.41.0

   • Adds first-class skill_repos configuration to enable live-refreshing git-synced skills

   1 detail in Everything

3. 0.39.0 Aug 10, 2026 · issue 042

   HolmesGPT 0.39.0 adds Atlassian Rovo MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. integration and extends GitHub MCP to support multi-org GitHub App installs with credential-based skill pulling.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.39.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.39.0

   • Adds Atlassian Rovo MCP integration, enabling HolmesGPT to use Rovo as a data source via the MCP addon.
   • Extends the GitHub MCP addon to support GitHub App installations spanning multiple organizations.
   • Enables pulling skills using GitHub App credentials in the GitHub MCP integration.

   3 details in Everything

4. 0.38.2 Aug 6, 2026 · release notes

   HolmesGPT 0.38.2 adds RFC 8707RFC 8707An IETF standard that adds a resource indicator parameter to OAuth 2.0 token requests, letting authorization servers scope tokens to a specific API so one stolen token cannot be replayed against another service. resource indicator support to the MCP OAuthMCP OAuthAn authentication layer for the Model Context Protocol that lets MCP clients obtain delegated access tokens so cyber tools can call MCP servers on a user's behalf without handling raw credentials. flow.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.38.2 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.38.2

5. 0.38.0 Jul 30, 2026 · issue 030

   HolmesGPT 0.38.0 adds remote tool call approval workflows and cuts prompt token usage by 50–60%.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.38.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.38.0

   • Implements remote tool call approval workflows, allowing human review and authorization of agent-initiated tool calls before execution.
   • Reduces system prompt and tool description sizes by ~50–60%, significantly cutting prompt token consumption per investigation.
   • Makes conversation-worker slot exhaustion visible and bounds reconnect sign-in, improving observability of capacity limits.

   3 details in Everything

6. 0.37.0 Jul 27, 2026 · issue 028

   HolmesGPT 0.37.0 adds JSON log scraping, Langfuse/OpenTelemetryOpenTelemetryAn open standard and set of tools for collecting traces, metrics and logs from applications. It lets services export observability data without tying instrumentation to one monitoring vendor. tracing, and pre-acquired Azure AD token support.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.37.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.37.0

   • Adds JSON logging format support for log scrapers, enabling structured log ingestion pipelines.
   • Adds Langfuse integration via OpenTelemetry tracing for LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. observability and trace export.
   • Supports pre-acquired AZURE_AD_TOKEN for Entra IDEntra IDMicrosoft's cloud-based identity and access management service, formerly Azure Active Directory, used by cyber tools to authenticate users and enforce access policies in Microsoft 365 and Azure environments. authentication, allowing token reuse without re-authentication.

   3 details in Everything

7. 0.36.0 Jul 13, 2026 · release notes

   HolmesGPT 0.36.0 adds a /api/info endpoint, in-app TLS, Helm secret sugar, and multi-MCP-serverMCP-serverA process that exposes tools, resources, and prompts over Anthropic's Model Context Protocol, letting an AI agent call external APIs or local services through a standardised interface. tool-name isolation.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.36.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.36.0

   └──▷ TRY IT
   Check the running HolmesGPT instance's operational state — model, version, and configuration — without digging through logs.
   copy

   $ curl -s https://<holmesgpt-host>/api/info | jq .

   Mount an existing Kubernetes secret containing API keys into the HolmesGPT pod via Helm without manually listing each env var.
   yaml copy

   extraEnvVarsSecrets:
     - my-llm-api-keys

   • Adds GET /api/info endpoint for operational visibility into the running HolmesGPT instance.
   • Adds extraEnvVarsSecrets and envRef Helm values as shorthand for injecting secrets and configuring modelList without manual env var wiring.
   • Enables in-app HTTPSHTTPSHTTP carried over an encrypted TLS connection. It protects traffic in transit and lets a browser verify the server's certificate./TLS support for the HolmesGPT API, allowing TLS termination without an external proxy.
   • Supports multiple MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. servers simultaneously without tool-name collisions — identical tool names across servers are now disambiguated rather than overridden.
   • Adds a standalone manifest for provisioning additional Azure MCP accounts alongside existing ones.

   +5 more show less

   • Marks multi-instance-capable data sources in the data source catalog so operators can distinguish sources that support parallel deployments.
   • Consolidates Datadog and Elasticsearch/OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions. entries into unified catalog cards in the data source catalog.
   • Routes call_aws JSON-argument commands through the no-JSON path, cutting approximately 87 seconds of retries on AWS MCP calls.
   • GitHub MCP personal-access-token (PATPATA personal access token, a credential used by scripts and integrations instead of a user's password. Its permissions and expiry depend on the service issuing it.) path now uses native HTTP mode for more reliable authentication.
   • Bounds conversation and tool-call claiming to worker capacity, preventing oversubscription under load.

   10 details in Everything

   └──▷ BREAKING ON UPGRADE

   • !KRR resource recommendation features have been removed from HolmesGPT.
8. 0.35.0 Jul 1, 2026 · release notes

   HolmesGPT 0.35.0 adds env var templating in MCP OAuthMCP OAuthAn authentication layer for the Model Context Protocol that lets MCP clients obtain delegated access tokens so cyber tools can call MCP servers on a user's behalf without handling raw credentials. URLs and expands the datasource catalog.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.35.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.35.0

   • Supports environment variable templating inside MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. OAuth URLs, enabling dynamic credential injection without hardcoding secrets in config.
   • Adds new data sources to the datasource catalog, broadening the range of backends HolmesGPT can query.

   2 details in Everything

9. 0.34.0 Jun 28, 2026 · release notes

   HolmesGPT 0.34.0 adds admin API endpoints for runtime config reload, event-driven operator triggers, and JWTJWTAn open standard (RFC 7519) for encoding claims as a signed, optionally encrypted JSON object passed between parties. Cyber tools use it to verify identity and permissions without querying a central session store.-signed approval tickets for Kubernetes remediation.

   └──▷ GET THIS VERSION

   copy

   $ git clone --branch 0.34.0 https://github.com/HolmesGPT/holmesgpt.git
   # already have the repo? check out this version:
   $ git checkout 0.34.0

   • Adds admin API endpoints for runtime configuration reload, enabling live config changes without restarting the service.
   • Introduces event-driven triggers in operator mode, allowing HolmesGPT to react to Kubernetes events automatically.
   • Adds JWT-signed approval tickets to the Kubernetes Remediation MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface., with approval-based tool separation between safe and destructive actions.
   • Updates AWS MCP Helm addon to native Streamable HTTPStreamable HTTPAn MCP transport protocol that lets a client send JSON-RPC requests over HTTP POST while the server streams responses back using Server-Sent Events, replacing the older stdio and SSE transports for remote tool communication. (v2.1.0).
   • Adds firewall detection and user-friendly error handling for Supabase sign-in failures.

   +1 more show less

   • OAuth MCP now deletes expired token rows on 401 responses so users can re-authenticate cleanly.

   6 details in Everything

   └──▷ BREAKING ON UPGRADE

   • !The deprecated Tool._is_restricted() mechanism has been removed; any toolset code relying on it will break.
10. 0.33.0 Jun 15, 2026 · release notes

    HolmesGPT 0.33.0 adds cross-cluster remote tool execution and per-request tracing with span token metrics.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.33.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.33.0

    • Adds cross-cluster remote tool execution via an executor worker, toolset publishing, and caller headers, enabling tools to run against remote clusters from a central Holmes instance.
    • Adds per-request tracing experiment routing and span token metrics to the server for observability into LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. completion costs per request.

    2 details in Everything

11. 0.32.0 Jun 11, 2026 · release notes

    HolmesGPT 0.32.0 adds multi-instance toolsets, multi-cluster awareness, GitHub MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. auto-detection, and a unified firing boolean across all alert sources.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.32.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.32.0

    • Adds enable_todo flag to control the TodoWrite feature in evals.
    • Exposes a uniform firing boolean field for all alert sources, normalising alert state across integrations.
    • Adds multi-instance toolsets support ([ROB-3577]), allowing multiple instances of the same toolset to be configured simultaneously.
    • MCP auth health check now auto-detects and enables GitHub context automatically.
    • Adds a Denied commands column to eval reports for visibility into blocked tool calls.

    +5 more show less

    • Introduces multi-cluster scope-awareness in the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. prompt layer, enabling the AI to reason across clusters.
    • Hardwires cluster and conversation context into platform-MCP headers for richer contextual routing.
    • Supports overriding the config file at runtime.
    • Allows omitting the temperature parameter for models that reject it (e.g. Claude Opus 4.7+).
    • Marks the llm_summarize transformer as legacy / not recommended, steering users toward current alternatives.

    10 details in Everything

12. 0.31.0 May 27, 2026 · release notes

    HolmesGPT 0.31.0 adds Robusta Platform MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. toolset, multi-instance Elasticsearch/Grafana, per-conversation OAuth opt-out, and periodic MCP tool refresh.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.31.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.31.0

    • Adds the Robusta Platform MCP toolset with dynamic session token authentication for connecting Holmes to the Robusta platform.
    • Adds per-conversation OAuth opt-out support, letting individual sessions bypass OAuth flows.
    • Adds periodic MCP tools refresh so newly added tools are discovered without restarting the process.
    • Adds multi-instance Elasticsearch support, enabling Holmes to query across multiple Elasticsearch backends.
    • Adds multi-instance Grafana dashboard support, enabling Holmes to query across multiple Grafana instances.

    +4 more show less

    • Adds multi-region support for Robusta platform endpoints.
    • Adds optional ClickHouse HTTP JSONEachRow format for DateTime64 query results.
    • Adds evaluation harness for metrics analyses, expanding the benchmark coverage to metric-based investigations.
    • Warns at startup when an OTLPOTLPOpenTelemetry Protocol, a standard way to send traces, metrics and logs between applications, collectors and monitoring systems. It lets telemetry move across compatible tools. endpoint is configured but required OTELOTELAn open standard and set of tools for collecting traces, metrics and logs from applications. It lets services export observability data without tying instrumentation to one monitoring vendor. packages are missing.

    9 details in Everything

13. 0.30.1 May 20, 2026 · release notes

    HolmesGPT 0.30.1 adds GitLab MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. datasource, user_email on chat requests, and LITELLM_MODEL_COST_MAP_URL support for firewalled environments.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.30.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.30.1

    • Accepts user_email on chat requests and persists it to HolmesUsageEvents for usage tracking.
    • Supports LITELLM_MODEL_COST_MAP_URL environment variable to configure model cost map fetching in firewalled environments.
    • Adds GitLab MCP entry to datasource-catalog.json, making GitLab available as a selectable MCP datasource.
    • Loki toolset now returns the raw response when parsing fails, surfacing unparseable data instead of silently dropping it.

    4 details in Everything

14. 0.30.0 May 17, 2026 · release notes

    HolmesGPT 0.30.0 adds GitLab MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. server integration alongside existing Kubernetes MCP support.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.30.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.30.0

    • Adds GitLab MCP server integration, enabling Holmes to interact with GitLab repositories and resources via the Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface..

    1 detail in Everything

15. 0.29.0 May 14, 2026 · release notes

    HolmesGPT 0.29.0 adds SSLSSLA cryptographic protocol for encrypting network connections, now deprecated in favor of TLS but whose name persists colloquially. Cyber tools reference it when handling HTTPS or other encrypted-channel inspection and termination./TLS custom CA support, AI usage tracking, Helm commonLabels, skills-from-Helm, and per-toolset prerequisite timeouts.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.29.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.29.0

    └──▷ USE IT
    Propagate custom labels (e.g. team, environment) to every resource the Holmes Helm chart creates.
    yaml copy

    commonLabels:
      team: security-ops
      environment: production

    Inject secrets or config from existing ConfigMaps/Secrets into the Holmes pod without hardcoding values.
    yaml copy

    additional_env_froms:
      - secretRef:
          name: my-llm-api-keys
      - configMapRef:
          name: holmes-extra-config

    • Adds commonLabels support to the Helm chart to propagate custom labels across all chart resources.
    • Adds additional_env_froms support to the Holmes Helm chart for injecting environment variables from ConfigMaps or Secrets.
    • Adds skills provisioning directly from Helm chart values.
    • Adds per-toolset prerequisite timeout to prevent startup hangs when toolset dependencies are unavailable.
    • Adds SSL/TLS support for custom CA bundles in the Realtime WebSocketWebSocketA protocol that upgrades an HTTP connection into a persistent, full-duplex channel, letting a server push data to a client without repeated polling. Cyber tools use it for real-time event streaming and live command output. connection.

    +1 more show less

    • Adds AI usage tracking via HolmesUsageEvents to monitor LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. consumption.

    6 details in Everything

16. 0.28.0 May 7, 2026 · release notes

    HolmesGPT 0.28.0 adds DNS configuration support and authenticated private-channel realtime subscriptions.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.28.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.28.0

    • Adds the ability to configure dnsPolicy and dnsConfig for HolmesGPT deployments.
    • Enables private channel support with authentication for realtime subscriptions.

    2 details in Everything

17. 0.27.0 May 6, 2026 · release notes

    HolmesGPT 0.27.0 adds GitHub Copilot AI provider, optional API key auth for HTTP endpoints, and a Kubernetes MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. addon.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.27.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.27.0

    • Adds optional API key authentication for all HTTP endpoints.
    • Adds GitHub Copilot as a supported AI provider.
    • Adds a Kubernetes MCP addon (ROB-3465 k8s mcp addon).
    • Adds support for additional environment variables in the Confluence MCP integration.
    • Adds support for editing tool command arguments before execution.

    +9 more show less

    • Adds configurable deployment rollout strategy via Helm.
    • Adds client secret support in the CLI OAuth flow, with an option to set the auth callback.
    • Adds an M2 Conversation Worker for async conversation processing, now enabled by default.
    • Adds health checks to detect silently-dead realtime WebSocketWebSocketA protocol that upgrades an HTTP connection into a persistent, full-duplex channel, letting a server push data to a client without repeated polling. Cyber tools use it for real-time event streaming and live command output. connections.
    • Adds Supabase Realtime verification before starting the conversation worker.
    • Adds retry logic to the conversation worker.
    • Extracts text from MCP resource content blocks in tool results.
    • Injects frontend tools into the worker conversation executor.
    • Disables todowrite behavior controls in scheduled prompts.

    14 details in Everything

18. 0.26.0 Apr 28, 2026 · release notes

    HolmesGPT 0.26.0 introduces Skills extensibility, VictoriaLogs toolset, and new Grafana timeout controls

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.26.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.26.0

    • Adds extraVolumes, extraVolumeMounts, and extraInitContainers configuration keys to the AWS MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. toolset for flexible volume and init-container injection.
    • Adds max retries and timeout configuration for Grafana integrations.
    • Introduces Skills, a new extensibility model enabling custom tool integrations and workflows via configuration.
    • Adds a VictoriaLogs toolset for log search and analysis.
    • Adds support for logging aggregated investigation token usage.

    +2 more show less

    • Improves the data source configuration flow.
    • Adds Atlassian admin setup steps to OAuth MCP documentation, expanding supported MCP OAuthMCP OAuthAn authentication layer for the Model Context Protocol that lets MCP clients obtain delegated access tokens so cyber tools can call MCP servers on a user's behalf without handling raw credentials. configuration guidance.

    7 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The Skills functionality introduces a new extensibility model — existing custom tool integrations and workflows may need to be migrated to the new Skills configuration format.
19. 0.25.0 Apr 23, 2026 · release notes

    HolmesGPT 0.25.0 adds a Crossplane toolset and OAuth support for MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. servers in CLI and server mode.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.25.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.25.0

    • Adds OAuth support for MCP servers in both CLI and server mode.
    • Adds a Crossplane toolset for investigating Crossplane resources.

    2 details in Everything

20. 0.24.4 Apr 20, 2026 · release notes

    HolmesGPT 0.24.4 adds OpenTelemetryOpenTelemetryAn open standard and set of tools for collecting traces, metrics and logs from applications. It lets services export observability data without tying instrumentation to one monitoring vendor. instrumentation, YAML anchors in config, new Kafka tools, and expanded DB data source support.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.24.4 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.24.4

    └──▷ USE IT
    Reuse shared config blocks (e.g., common LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. settings) across multiple toolsets without repetition.
    yaml copy

    anchors:
      common_llm: &common_llm
        model: gpt-4o
        max_tokens: 4096
    
    toolsets:
      - name: my-toolset
        llm:
          <<: *common_llm

    • Adds anchors top-level field to HolmesGPT config to support YAML anchors, enabling reuse of repeated config blocks.
    • Adds OpenTelemetry tracing and metrics instrumentation for observing HolmesGPT's own runtime behavior.
    • Adds missing Kafka tools to match the full capability set of the kafka-mcp-server integration.
    • Expands datasource support with new database data sources and improved datasource descriptions.
    • Adds Zabbix integration with supporting documentation.

    +2 more show less

    • Allows using the table API without specifying a version.
    • Rebrands Azure OpenAI integration to Azure AI Foundry.

    7 details in Everything

21. 0.24.1 Apr 7, 2026 · release notes

    HolmesGPT 0.24.1 adds mTLSmTLSMutual TLS, an encrypted connection where both client and server present certificates to prove their identity. It helps services verify who they are communicating with./SSLSSLA cryptographic protocol for encrypting network connections, now deprecated in favor of TLS but whose name persists colloquially. Cyber tools reference it when handling HTTPS or other encrypted-channel inspection and termination. support to the Kafka/admin toolset.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.24.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.24.1

22. 0.24.0 Apr 5, 2026 · release notes

    HolmesGPT 0.24.0 adds frontend tool execution, a startup sample-questions menu, and configurable Helm security contexts.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.24.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.24.0

    └──▷ TRY IT
    Ask Holmes a question without specifying a subcommand — useful for quick ad-hoc investigations from the shell.
    copy

    $ holmesgpt 'Why is my payment-service pod crash-looping?'

    • Adds configurable podSecurityContext and containerSecurityContext fields to the Holmes Helm chart, enabling custom pod and container security contexts at deploy time.
    • Adds frontend tool execution support to Holmes, allowing UI-side tools to be invoked through the HTTP API (documented in the HTTP API frontend tools implementation guide).
    • Defaults to the ask subcommand when no subcommand is provided on the CLI, so bare holmesgpt <question> invocations now work without specifying a subcommand.
    • Adds a sample questions menu on startup to guide practitioners toward common investigations.

    4 details in Everything

23. 0.23.0 Mar 26, 2026 · release notes

    HolmesGPT 0.23.0 adds a revamped CLI experience, multi-account NewRelic support, image content in MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. results, and HTTP Basic Auth for ServiceNow.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.23.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.23.0

    • Adds HTTP Basic Auth support to the ServiceNow tables toolset.
    • Adds support for image content in MCP tool results.
    • Adds support for multiple NewRelic accounts in a single HolmesGPT instance.
    • Adds a Docker Compose setup for simplified HolmesGPT deployment.
    • Delivers a new and improved interactive CLI experience.

    5 details in Everything

24. 0.22.0 Mar 18, 2026 · release notes

    HolmesGPT 0.22.0 adds MongoDB toolset, mTLSmTLSMutual TLS, an encrypted connection where both client and server present certificates to prove their identity. It helps services verify who they are communicating with. for HTTP/Elasticsearch, digest auth, Inspektor Gadget filtering, and GitHub App token management.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.22.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.22.0

    └──▷ TRY IT
    Use a separate classifier model by setting the CLASSIFIER_MODEL env var, e.g. when routing classification to a cheaper model via OpenRouterOpenRouterA unified API gateway that routes requests to dozens of LLM providers under one endpoint, letting cyber tools swap or compare models without rewriting provider-specific integration code..
    copy

    $ export CLASSIFIER_MODEL=openrouter/anthropic/claude-3-haiku
    holmes ask 'Why is my pod crashlooping?'

    • Adds initContainers and args support to the Helm chart for advanced pod configuration.
    • Adds digest auth and mTLS support to the HTTP toolset, configurable via the HTTP connector config.
    • Adds mTLS (mutual TLSmutual TLSMutual TLS, an encrypted connection where both client and server present certificates to prove their identity. It helps services verify who they are communicating with.) support to the Elasticsearch toolset.
    • Adds CLASSIFIER_MODEL environment variable support for specifying a separate classifier model (documented alongside OpenRouter requirements).
    • Adds behavior_controls API parameter for prompt customization in the investigation API.

    +13 more show less

    • Adds tool_results_dir parameter to ToolCallingLLM in the custom LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. interface.
    • Adds a MongoDB toolset for querying and diagnostics.
    • Adds filtering support to the Inspektor Gadget toolset, enabling scoped tool invocations.
    • Adds GitHub App token manager for automatic installation token handling, including MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. config support for GitHub App credentials.
    • Adds datasource-catalog.json for datasource cataloging.
    • Adds keyless auth support for Azure AI Foundry.
    • Adds cached tokens tracking and max_prompt_tokens_per_call tracking to LLM usage/cost reporting.
    • Adds URL query parameter support to tab synchronization in the TUITUIA text-based user interface that runs inside a terminal, using characters and ANSI escape codes to render menus, panes, and widgets without a graphical desktop, letting cyber tools ship rich interactivity with no GUI dependency..
    • Adds Enum field support and MCP config management to the TUI.
    • Adds multi-round approval workflow support with iteration offset.
    • Enables strict tool callingtool callingA model's ability to answer with a structured request to run a named function or API, which the application executes and returns. It is how agents take actions. universally with per-tool compatibility checks.
    • Disables unconfigured toolsets by default in the CLI.
    • Removes the automated investigation API, consolidating all investigation flows into the conversational interface.

    18 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The automated investigation API has been removed; all investigation flows must now use the conversational interface.
    • !Unconfigured toolsets are now disabled by default in the CLI — toolsets that were previously active without explicit configuration will no longer run.
    • !Message truncation logic has been removed; context overflow now causes a fast failure instead of silently truncating.
25. 0.21.0 Mar 6, 2026 · release notes

    HolmesGPT 0.21.0 adds Coralogix archive support, Confluence integration, an interactive TUITUIA text-based user interface that runs inside a terminal, using characters and ANSI escape codes to render menus, panes, and widgets without a graphical desktop, letting cyber tools ship rich interactivity with no GUI dependency. for toolset config, and AWS Bedrock bearer-token auth.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.21.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.21.0

    • Adds AWS_BEARER_TOKEN_BEDROCK environment variable to authenticate with AWS Bedrock models.
    • Adds an interactive TUI for toolset configuration, letting CLI users configure toolset prerequisites without manual file editing.
    • Adds Coralogix archive support as a new data-source integration.
    • Adds Confluence as a new toolset integration for knowledge-base lookups during investigations.
    • Adds a direct Prometheus endpoint option for Grafana Cloud data sources.

    +7 more show less

    • Supports recursive parsing of nested schemas in MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. tool parameters, enabling richer MCP toolset interoperability.
    • Adds HTTP header propagation to forward request headers through HolmesGPT's internal calls.
    • Adds resourcequotas RBACRBACRole-based access control, where permissions are assigned to roles such as reader or administrator and users receive those roles. It makes access easier to manage than individual permission lists. role to the Holmes default service account, expanding Kubernetes resource visibility.
    • Adds webhook configuration permissions to the HolmesGPT service account.
    • Adds appProtocol field to the Holmes Helm service port configuration.
    • Implements lazy initialization for toolset prerequisites in CLI mode, so missing prerequisites no longer block unrelated toolsets at startup.
    • Adds Claude Opus 4.6 and Sonnet 4.6 to benchmark model defaults.

    12 details in Everything

26. 0.20.0 Feb 24, 2026 · release notes

    HolmesGPT 0.20.0 adds SQL database toolsets, five MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. server integrations, Inspektor Gadget, KubeVela, and a generic HTTP connector toolset.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.20.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.20.0

    • Adds SQL Database toolsets covering PostgreSQL, ClickHouse, MariaDB, MySQL, SQLServer, and SQLite, enabling AI-driven investigation of database state.
    • Adds a generic HTTP connector toolset for querying arbitrary HTTP endpoints as investigation sources.
    • Adds Inspektor Gadget toolset for kernel-level eBPFeBPFA Linux technology for running verified programs inside the kernel without changing its source. Tools use it to observe processes, enforce rules and process network traffic.-based diagnostics within HolmesGPT investigations.
    • Adds KubeVela built-in toolsets for investigating OAM application workloads.
    • Adds Grafana MCP server integration, enabling HolmesGPT to query Grafana via the Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface..

    +8 more show less

    • Adds Sentry MCP server integration for pulling error and event context from Sentry during investigations.
    • Adds Prefect MCP server integration for workflow observability via the Model Context Protocol.
    • Adds Confluence MCP server integration for surfacing runbook and knowledge-base content during investigations.
    • Adds Kubernetes Remediation MCP integration, allowing HolmesGPT to execute remediation actions against Kubernetes clusters.
    • Adds filesystem storage for large tool results, removing in-memory size constraints on investigation outputs.
    • Adds multi-cluster support and external change handling to Robusta tools.
    • Adds GCP workload identityworkload identityAn identity assigned to software, such as a service or container, rather than a person. It lets the workload authenticate and receive permissions without sharing a user's credentials. support for the GCP MCP integration.
    • Adds OpenRouterOpenRouterA unified API gateway that routes requests to dozens of LLM providers under one endpoint, letting cyber tools swap or compare models without rewriting provider-specific integration code. as a supported AI provider.

    13 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !Additional instructions support has been removed; any configuration relying on that feature will no longer work after upgrading.
    • !Unused Coralogix label settings have been removed and related functions have been flattened; configurations referencing those Coralogix label settings will break on upgrade.
27. 0.19.0 Jan 27, 2026 · release notes

    HolmesGPT 0.19.0 adds GitHub, Confluence, and Splunk MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. servers, image input support, and scheduled prompt investigations.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.19.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.19.0

    • Adds Splunk MCP server support, replacing any prior ad-hoc Splunk integration with an explicit MCP-based server.
    • Adds GitHub MCP server, replacing the legacy GitHub toolset with an MCP-based implementation.
    • Adds Confluence MCP server for Confluence-based investigations and workflows.
    • Supports passing an auth token to MCP servers via HTTP header.
    • Adds support for image input to the chat API, including a new images field in the chat API.

    +3 more show less

    • Adds daily and weekly scheduled prompt investigations in SAS.
    • Redesigns the Bash toolset with prefix-based approvals for command execution control.
    • Improves OOMKill detection capability.

    8 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The git toolset has been deprecated in favor of the Git MCP server; existing configurations relying on the git toolset will stop working and must be migrated to the MCP-based implementation.
28. 0.18.5 Jan 19, 2026 · release notes

    HolmesGPT 0.18.5 adds structured outputstructured outputForcing a model's response to match a given format or JSON schema, so software can parse it reliably instead of hoping the text is well formed. to /api/chat, periodic toolset refresh, and Claude tool-approval support

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.18.5 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.18.5

    • Adds structured output support to the POST /api/chat endpoint, enabling callers to receive machine-parseable responses.
    • Adds periodic toolset status refresh in server mode, keeping tool availability current without restarting the process.
    • Adds Claude tool-approval support, allowing all tools to be approved for Claude-backed workflows.
    • Adds SSLSSLA cryptographic protocol for encrypting network connections, now deprecated in favor of TLS but whose name persists colloquially. Cyber tools reference it when handling HTTPS or other encrypted-channel inspection and termination. verification disable option for Claude integrations.
    • Adds long file name support on Windows, removing path-length errors when processing deeply nested files.

    +1 more show less

    • Helm chart now uses a dynamic imagePullPolicy driven by values, replacing the previously hardcoded policy.

    6 details in Everything

29. 0.18.4 Jan 15, 2026 · release notes

    HolmesGPT 0.18.4 adds Azure managed Prometheus, New Relic multi-account, GitHub MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface., and AWS MCP improvements.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.18.4 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.18.4

    • Adds Azure managed Prometheus support to the Prometheus toolset.
    • Adds New Relic multiple-account support, enabling queries across more than one New Relic account.
    • Adds GitHub MCP addon for the Helm chart, extending MCP integrations alongside the existing Azure MCP toolset.
    • Improves AWS MCP integration with several enhancements.
    • Enables the connectivity_check toolset by default in the Helm chart.

    +2 more show less

    • Adds support for an additional system prompt URL in eval configurations.
    • Improves SSLSSLA cryptographic protocol for encrypting network connections, now deprecated in favor of TLS but whose name persists colloquially. Cyber tools reference it when handling HTTPS or other encrypted-channel inspection and termination. error messaging for the Prometheus toolset to surface clearer diagnostics.

    7 details in Everything

30. 0.18.2 Jan 6, 2026 · release notes

    HolmesGPT 0.18.2 adds TCPTCPA network protocol that delivers a reliable, ordered stream of bytes between two endpoints. It detects lost data and retransmits it. connectivity checks, GCP & AKSAKSAzure Kubernetes Service, Microsoft's managed Kubernetes offering, which lets cyber tools offload cluster provisioning and scaling to Azure so engineers focus on workload logic instead of control-plane operations. MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. integrations, and an improved Elasticsearch/OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions. toolset.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.18.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.18.2

    • Adds a connectivity check toolset supporting TCP checks for network reachability diagnostics.
    • Adds GCP MCP integration for Google Cloud Platform context in investigations.
    • Adds Azure (AKS) MCP integration for Azure Kubernetes Service context.
    • Updates the Prometheus toolset configuration.

    4 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The Elasticsearch/OpenSearch toolset has breaking configuration changes — consult the updated docs at https://holmesgpt.dev/data-sources/builtin-toolsets/elasticsearch/#elasticsearch-opensearch before upgrading.
31. 0.18.1 Dec 28, 2025 · release notes

    HolmesGPT 0.18.1 adds memory usage limits for bash and yaml toolsets via ulimit.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.18.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.18.1

32. 0.18.0 Dec 26, 2025 · release notes

    HolmesGPT 0.18.0 adds runbook support by alerts and symptoms, external links in tool results, and new health endpoints for pod probes.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.18.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.18.0

    • Adds healthz and readyz endpoints for pod probe health checks.
    • Adds runbook alerts to the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. prompt, enabling runbook lookup by alerts and symptoms.
    • Tool results now include external links for quick navigation to source resources.
    • Reduces LLM context consumption by serializing multiple tool call outputs as minified JSON.
    • Improves Coralogix toolset with expanded capabilities.

    +4 more show less

    • Adds health checks to TCPTCPA network protocol that delivers a reliable, ordered stream of bytes between two endpoints. It detects lost data and retransmits it. connections.
    • Publishes Helm charts via OCIOCIOpen Container Initiative standard, maintained by the Linux Foundation, defining the image format and runtime spec that container tools share so images built once run anywhere OCI-compliant. registry.
    • Expands default CRDCRDA Kubernetes extension that adds a new object type to the cluster, so a tool's configuration is stored, validated and versioned by Kubernetes itself rather than in a file beside it. permissions for broader Kubernetes resource coverage.
    • Adds timeout to Kafka prerequisites check.

    9 details in Everything

    └──▷ BREAKING ON UPGRADE

    • !The datadog/rds plugin is removed; its functionality is now covered by the datadog/metrics plugin.
33. 0.17.0 Dec 9, 2025 · release notes

    HolmesGPT 0.17.0 adds MariaDB MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. addon, user runbooks catalog, and total cost display with --log-costs.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.17.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.17.0

    └──▷ TRY IT
    Track the total LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. spend for a Holmes investigation to understand cost per incident.
    copy

    $ holmes ask 'Why is my payment-service pod crash-looping?' --log-costs

    • Adds --log-costs flag now displays total cost at the end of a run, in addition to per-call costs.
    • Adds MariaDB MCP addon, extending the set of supported database integrations.
    • Adds support for a user runbooks catalog, enabling practitioners to supply their own runbooks for Holmes to reference during investigations.

    3 details in Everything

34. 0.16.4 Dec 1, 2025 · release notes

    HolmesGPT 0.16.4 adds stdio MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. support and AWS MCP instructions.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.16.4 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.16.4

    • Adds stdio transport support for MCP (Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface.) servers, enabling local process-based tool integrations.
    • Adds AWS MCP instructions, enabling Holmes to interact with AWS resources via the MCP toolchain.

    2 details in Everything

35. 0.16.3 Nov 23, 2025 · release notes

    HolmesGPT 0.16.3 adds ServiceNow and OpenShift toolsets, streamable-HTTP MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. support, and Loki improvements.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.16.3 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.16.3

    └──▷ TRY IT
    Cap how many tokens a single tool can consume from the context windowcontext windowThe maximum amount of text, counted in tokens, a model can take in and produce in one request. Everything the model knows about the task has to fit inside it., useful when running against models with tight context limits.
    copy

    $ export TOOL_MAX_ALLOCATED_CONTEXT_WINDOW_TOKENS=8000
    holmes ask 'Why is my payment-service pod crash-looping?'

    • Adds TOOL_MAX_ALLOCATED_CONTEXT_WINDOW_TOKENS environment variable to control the maximum context window tokens allocated per tool.
    • New ServiceNow toolset for querying and interacting with ServiceNow from within HolmesGPT investigations.
    • New OpenShift toolset enabling use of oc commands during AI-driven investigations.
    • Adds streamable-HTTP transport support for MCP (Model Context ProtocolModel Context ProtocolModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface.) integrations.
    • Supports custom GitHub Enterprise URLs, allowing users on GitHub Enterprise to point HolmesGPT at their own instance.

    +2 more show less

    • Improved Loki toolset with expanded log querying capabilities.
    • Improved KRR (Kubernetes Resource Recommender) tool integration.

    7 details in Everything

36. 0.16.1 Nov 3, 2025 · release notes

    HolmesGPT 0.16.1 adds Grafana dashboard tools, CRDCRDA Kubernetes extension that adds a new object type to the cluster, so a tool's configuration is stored, validated and versioned by Kubernetes itself rather than in a file beside it. reading, Robusta runbook support, and a resource-issues fetch tool.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.16.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.16.1

    • Adds four new built-in tools for retrieving Grafana dashboards, enabling Holmes to pull and reason over dashboard data during investigations.
    • Enables Holmes to read Kubernetes Custom Resource DefinitionsCustom Resource DefinitionsA Kubernetes extension that adds a new object type to the cluster, so a tool's configuration is stored, validated and versioned by Kubernetes itself rather than in a file beside it. (CRDsCRDsA Kubernetes extension that adds a new object type to the cluster, so a tool's configuration is stored, validated and versioned by Kubernetes itself rather than in a file beside it.), expanding its cluster-resource awareness beyond core API objects.
    • Adds a fetch-resource-issues tool that retrieves workload issues directly, supporting richer automated triage workflows.
    • Adds Robusta runbook support, allowing Holmes to reference and execute Robusta runbooks during incident response.
    • Adds support for pulling external changes, keeping Holmes tooling in sync with upstream configurations.

    +1 more show less

    • Improves prompt caching to reduce latency and cost on repeated or similar queries.

    6 details in Everything

37. 0.16.0 Oct 21, 2025 · release notes

    HolmesGPT 0.16.0 adds AWS MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. integration for IAMIAMIdentity and Access Management — a framework of policies and services for controlling who can authenticate to systems and what resources they are authorized to use, letting cyber tools enforce least-privilege and audit access./EC2EC2Amazon's cloud virtual-machine service, letting tools run on-demand servers without managing physical hardware./cost queries and conversation history compaction for longer sessions.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.16.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.16.0

    • New AWS MCP addon enables querying IAM Roles, security groups, EC2 instances, and AWS costs directly from HolmesGPT conversations.
    • Adds conversation history compaction to support longer, data-heavy conversations without hitting context limits.
    • Adds AI reasoning logs for visibility into the model's decision process during investigations.

    3 details in Everything

38. 0.15.0 Oct 13, 2025 · release notes

    HolmesGPT 0.15.0 adds Cilium/Hubble toolsets, a feedback command, AG-UI chat endpoint, and a tool approval workflow.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.15.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.15.0

    └──▷ TRY IT
    Submit feedback directly from the CLI after an investigation session.
    copy

    $ holmes feedback

    • Adds feedback subcommand (with privacy notice) for submitting feedback from the CLI.
    • Allows passing a custom system-prompt parameter in the Holmes chat endpoint via the custom_sys_prompt param (ROB-2197).
    • Adds experimental AG-UI-supported chat endpoint and PPL query-assist feature.
    • Adds Cilium and Hubble toolsets for network observability and policy inspection.
    • Adds a tool approval workflow, enabling operator review of tool calls before execution (ROB-1933).

    +7 more show less

    • Adds Vertex AI Claude model support by including the google-cloud-aiplatform dependency.
    • Adds OpenSearchQueryAssistToolset with prerequisites checking.
    • Expands NewRelic toolset with freeform queries, transaction embed support, and improved trace handling.
    • Limits max tool output to a hard-coded 25K tokens regardless of model context size, improving stability with large responses.
    • Improves Gemini model support and compatibility.
    • Removes experimental tag from three previously experimental toolsets.
    • Improves CLI output to reduce noise during normal operation.

    12 details in Everything

39. 0.14.2 Sep 16, 2025 · release notes

    HolmesGPT 0.14.2 adds improved Tempo integration, Claude Sonnet 1M token model support, and context windowcontext windowThe maximum amount of text, counted in tokens, a model can take in and produce in one request. Everything the model knows about the task has to fit inside it. optimizations for metrics and trace data.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.14.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.14.2

    • Supports the Sonnet 1M token model for extended context analysis.
    • Improves Tempo integration to enable latency increase and HTTP 500 error root-cause queries.
    • Optimizes context window handling for metrics and trace data, increasing answer accuracy.
    • Improves Datadog integration accuracy through multiple small changes.

    4 details in Everything

40. 0.14.1 Sep 15, 2025 · release notes

    HolmesGPT 0.14.1 adds a free-form Tempo toolset, LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code.-based message summarization via a Transformer mechanism, and api_base/api_version Azure OpenAI config keys.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.14.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.14.1

    • Adds api_base and api_version config keys for Azure OpenAI support in the HolmesGPT configuration.
    • Introduces LLM-based message summarization via a new Transformer mechanism to optimize context windowcontext windowThe maximum amount of text, counted in tokens, a model can take in and produce in one request. Everything the model knows about the task has to fit inside it. handling, improving accuracy with metrics and trace data.
    • Adds a free-form Tempo toolset enabling natural-language trace queries such as 'Why was there an increase in latency?' and 'Find the cause of recent HTTP 500 errors.'
    • Implements an LLM Model Registry allowing context size overrides per model.
    • Adds max_tokens and max output tokens fields to Holmes responses.

    +4 more show less

    • Respects DEFAULT_LOG_LIMIT in the Loki integration for more controlled log retrieval.
    • Improves Prometheus integration with better truncation and a reduced max query size cap.
    • Improves DataDog integration with accuracy and error-handling enhancements.
    • Improves Ollama support.

    9 details in Everything

41. 0.13.2 Sep 3, 2025 · release notes

    HolmesGPT 0.13.2 adds Datadog integration, cross-account IRSAIRSAAn AWS mechanism that lets a Kubernetes pod assume an IAM role via a service account, so tools running in EKS can call AWS APIs without embedding long-lived credentials., Prometheus range queries, and CLI approval for bash tool execution.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.13.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.13.2

    • Adds a general-purpose Datadog tool, enabling HolmesGPT to query Datadog as part of AI-driven investigations.
    • Adds cross-account IRSA support, allowing HolmesGPT to assume IAMIAMIdentity and Access Management — a framework of policies and services for controlling who can authenticate to systems and what resources they are authorized to use, letting cyber tools enforce least-privilege and audit access. roles across AWS accounts for multi-account Kubernetes environments.
    • Adds Prometheus range-query support to the Prometheus toolset, enabling historical metric analysis over configurable time windows.
    • Adds a CLI approval step for the bash tool, requiring explicit user confirmation before executing bash commands from the CLI.
    • Adds manual and HPA-driven replica count control options.

    5 details in Everything

42. 0.13.1 Aug 27, 2025 · release notes

    HolmesGPT 0.13.1 adds AWS Bedrock single-token auth and AMP IRSAIRSAAn AWS mechanism that lets a Kubernetes pod assume an IAM role via a service account, so tools running in EKS can call AWS APIs without embedding long-lived credentials. support for IAMIAMIdentity and Access Management — a framework of policies and services for controlling who can authenticate to systems and what resources they are authorized to use, letting cyber tools enforce least-privilege and audit access.-based authentication.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.13.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.13.1

    • Adds single-token authentication support for AWS Bedrock as an LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. backend.
    • Adds IRSA (IAM Roles for Service Accounts) support for Amazon Managed Prometheus (AMP) integration.
    • Replaces CLI toolsets with a bash toolset.

    3 details in Everything

43. 0.13.0 Aug 20, 2025 · release notes

    HolmesGPT 0.13.0 adds a Datadog RDS analysis toolset, REASONING_EFFORT env var, streaming API chat, custom annotations, and subtask support.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.13.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.13.0

    • Adds support for the REASONING_EFFORT environment variable to control LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. reasoning effort at runtime.
    • Adds call_stream support for the API chat endpoint, enabling streaming responses from the Holmes API.
    • Adds an option for custom annotations on Holmes resources.
    • Adds a new Datadog RDS analysis toolset for database-focused investigations via Datadog.
    • Adds subtask support, allowing Holmes investigations to spawn and track sub-investigations.

    +7 more show less

    • Adds intermediate AI message and reasoning output via ai_message in investigation responses.
    • Adds LLM support to the investigation workflow, broadening which models can drive investigations.
    • Adds Prometheus AMP (Amazon Managed Prometheus) support alongside fixes to loading configs from environment variables.
    • Adds icon_url field to tool call results in the API response.
    • Adds revisionhistorylimit support for Kubernetes deployment configuration.
    • Returns rate-limit errors to callers when the upstream LLM rate-limits Holmes.
    • Adds an AI safety prompt to the system prompt for all Holmes interactions.

    12 details in Everything

44. 0.12.4 Aug 4, 2025 · release notes

    HolmesGPT 0.12.4 adds MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. server config file support, configurable config dir, OpenShift Prometheus, YAML syntax highlighting, and faster startup.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.12.4 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.12.4

    └──▷ USE IT
    Configure an MCP server declaratively in the HolmesGPT config file instead of passing CLI flags each run.
    yaml copy

    mcp_servers:
      - name: my-mcp-server
        url: http://localhost:8080

    Point HolmesGPT at a non-default config directory, useful in multi-tenant or containerized environments.
    copy

    $ holmes ask --config-dir /etc/holmesgpt/prod 'Why is my pod crash-looping?'

    • Adds support for configuring MCP server in the config file, enabling declarative MCP server setup without CLI flags.
    • Makes the config file directory configurable, allowing non-default config locations to be specified.
    • Adds a toggle for the version check, letting users enable or disable the startup version check.
    • Makes the agent name in the welcome banner configurable.
    • Adds autocomplete for the /show command in interactive mode.

    +9 more show less

    • Adds YAML syntax highlighting for output in the /show command.
    • Adds OpenShift Prometheus support as a metrics toolset.
    • Enables HolmesGPT to unzip logs from findings, expanding log analysis coverage.
    • Adds cluster name to the system prompt, giving the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. context about which cluster it is operating on.
    • Adds line count to tool output for better readability of large results.
    • Improves startup speed of holmes ask via lazy imports.
    • Requests multiple tool calls for reasoning models to improve accuracy.
    • Improves HolmesGPT accuracy on questions about itself, configuring tools, and using runbooks.
    • Improves DataDog metrics toolset.

    14 details in Everything

45. 0.12.3 Jul 24, 2025 · release notes

    HolmesGPT 0.12.3 adds Datadog, Azure SQL, ServiceNow, Atlas MongoDB, and NSG toolsets plus interactive slash commands and a --refresh-toolsets flag.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.12.3 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.12.3

    └──▷ TRY IT
    Force a fresh toolset status check when a toolset may have become available since the last run.
    copy

    $ holmes ask --refresh-toolsets 'Why is my pod crash-looping?'

    Pipe kubectl output directly into Holmes for inline investigation without a separate ask step.
    copy

    $ kubectl describe pod my-app-51 | holmes ask 'What is wrong with this pod?'

    • Adds --refresh-toolsets flag to the ask command to force a refresh of toolset status on demand.
    • Introduces /run, /clear, /show, and /context slash commands in interactive mode.
    • Adds Datadog logs toolset, Datadog metrics toolset, and Datadog traces toolset for querying logs, metrics, and traces from Datadog.
    • Adds Azure SQL toolset for querying and troubleshooting Azure SQL databases.
    • Adds Azure Network Security Groups (NSGs) toolset for inspecting network security group rules.

    +14 more show less

    • Adds Atlas MongoDB toolset for querying MongoDB Atlas clusters.
    • Adds ServiceNow experimental toolset for integrating with ServiceNow.
    • Introduces a runbook toolset (feat(runbook)) to fetch and apply internal runbooks during investigations.
    • Enriches AKSAKSAzure Kubernetes Service, Microsoft's managed Kubernetes offering, which lets cyber tools offload cluster provisioning and scaling to Azure so engineers focus on workload logic instead of control-plane operations. node health tools with additional diagnostic capabilities.
    • Adds a toolset management tool command and caches toolset status to speed up repeated invocations.
    • Enables Holmes to count Kubernetes resources during investigations.
    • Makes interactive mode the default when running the CLI.
    • Adds support for piped input to the Holmes CLI.
    • Makes OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions. environment variable and config description more generic for broader compatibility.
    • Adds tracing support to the Holmes CLI.
    • Injects global date context into prompts so the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. is aware of the current date.
    • Checks Prometheus toolset health during auto-discovery, not only on explicit invocation.
    • Checks toolset prerequisites in parallel, reducing CLI startup time.
    • Adds an HTTP API with published documentation.

    19 details in Everything

46. 0.11.5 Jun 5, 2025 · release notes

    HolmesGPT 0.11.5 adds Remote MCPMCPModel Context Protocol, a standard for connecting AI applications to external tools and data sources. A compatible server exposes capabilities an assistant can use through a common interface. server support for real-time access to external data sources and tools.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.11.5 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.11.5

    └──▷ HOW TO FIND IT
    Connect HolmesGPT to a remote MCP server to give it real-time access to an external tool or data source during investigations.
    📍See https://docs.robusta.dev/master/configuration/holmesgpt/remote_mcp_servers.html for the full configuration reference.
    • Adds Remote MCP server support, enabling HolmesGPT to connect to external data sources and tools in real time via configured remote endpoints.
    • Loads the Robusta UI token from an environment variable when required, reducing manual credential configuration.
    • Allows overriding the Grafana health-check URL via configuration, enabling custom Grafana deployment paths.
    • Adds Azure OpenAI to the list of supported models.
    • Removes the mandatory requirement for resource group, subscription, and cluster name in the AKSAKSAzure Kubernetes Service, Microsoft's managed Kubernetes offering, which lets cyber tools offload cluster provisioning and scaling to Azure so engineers focus on workload logic instead of control-plane operations. toolset, simplifying Azure configuration.

    +1 more show less

    • Restarts the Holmes pod automatically on config changes, ensuring configuration updates are applied without manual intervention.

    6 details in Everything

47. 0.11.2 May 12, 2025 · release notes

    HolmesGPT 0.11.2 adds direct connection support for Loki and Tempo datasources.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.11.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.11.2

    • Supports direct connections to Loki and Tempo, removing the requirement to route through a Grafana datasource.

    1 detail in Everything

48. 0.11.1 May 12, 2025 · release notes

    HolmesGPT 0.11.1 adds RabbitMQ, Elasticsearch, AKSAKSAzure Kubernetes Service, Microsoft's managed Kubernetes offering, which lets cyber tools offload cluster provisioning and scaling to Azure so engineers focus on workload logic instead of control-plane operations., and Git toolsets plus Prometheus auto-discovery and multi-tenant Loki/Grafana support.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.11.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.11.1

    └──▷ TRY IT
    Supply a saved investigation prompt from a file instead of typing it inline — useful for repeatable runbook-style queries in CI or on-call workflows.
    copy

    $ holmes ask --prompt-file ./prompts/oom-investigation.txt

    Use a named AWS profile when invoking Holmes with a Bedrock-backed model, avoiding the need to export credentials directly.
    copy

    $ AWS_PROFILE=prod-sre holmes ask 'Why is the payment service crashing?'

    • Adds --prompt-file argument to the holmes ask command to supply investigation prompts from a file.
    • Adds AWS_PROFILE support in Bedrock model requirements for named AWS profile selection.
    • New RabbitMQ toolset for querying RabbitMQ broker state during investigations.
    • New Elasticsearch toolset for querying Elasticsearch during investigations.
    • New Azure Kubernetes Service (AKS) toolset, including a dedicated AKS node health toolset and support for specifying the AKS environment.

    +8 more show less

    • New Git toolset enabling Holmes to inspect repository history as part of investigations.
    • New workload KRR (Kubernetes Resource Recommender) tool for right-sizing analysis.
    • Prometheus auto-discovery so Holmes can locate Prometheus instances without manual configuration.
    • Multi-tenant Loki and Grafana support via additional headers configuration.
    • Coralogix toolset gains archived log fetching and enhanced log query capabilities.
    • Structured outputStructured outputForcing a model's response to match a given format or JSON schema, so software can parse it reliably instead of hoping the text is well formed. feature flag for controlling LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. response formatting.
    • LLM selection support, allowing users to choose which model Holmes uses.
    • Interactive clarifying questions and follow-up support after an investigation in the holmes ask command.

    13 details in Everything

49. 0.10.9 Apr 14, 2025 · release notes

    HolmesGPT 0.10.9 adds a by argument for investigating and enriching PagerDuty and JSM tickets.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.10.9 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.10.9

    • Adds by argument to the investigate and enrich commands for PagerDuty and JSM (Jira Service Management) tickets.

    1 detail in Everything

50. 0.10.8 Apr 10, 2025 · release notes

    HolmesGPT 0.10.8 adds custom Prometheus label support, streaming analysis, configurable Prometheus healthchecks, and improved ArgoCDArgoCDA Kubernetes-native continuous delivery controller, maintained by the CNCF, that syncs live cluster state to declarative config stored in Git, giving cyber tools automated, auditable deployment pipelines. and Coralogix toolsets.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.10.8 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.10.8

    • Adds configurable Prometheus healthcheck support, allowing control over how Holmes validates Prometheus connectivity.
    • Adds support for custom labels in Prometheus queries, enabling more targeted metric lookups.
    • Adds streaming analysis output, delivering investigation results incrementally rather than waiting for full completion.
    • Improves the ArgoCD toolset with enhanced integrations for application state analysis.
    • Improves the Coralogix toolset to return source URLs alongside log results, making it easier to pivot directly to Coralogix.

    +1 more show less

    • Adds change history tools to support investigation workflows that incorporate recent change context.

    6 details in Everything

51. 0.10.5 Mar 28, 2025 · release notes

    HolmesGPT 0.10.5 adds Kafka, Coralogix, and Prometheus graph toolsets plus multi-cluster OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions./Kafka support and streaming responses.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.10.5 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.10.5

    • Adds Kafka toolset (kafka) for querying Kafka clusters, with support for multiple Kafka clusters in a single configuration.
    • Adds initial Coralogix toolset (coralogix) for querying Coralogix logs, with prompt tuning for log retrieval.
    • Adds Prometheus graph-generating capability to the prometheus toolset, enabling the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. to render metric graphs during investigations.
    • Adds support for multiple OpenSearch clusters in the opensearch toolset configuration.
    • Promotes Loki to a full-fledged log provider toolset (loki), replacing the previous limited integration.

    +9 more show less

    • Improves the Grafana Tempo toolset with enhanced trace querying capabilities.
    • Adds OpenSearch logs and traces support, expanding OpenSearch toolset coverage beyond search.
    • Adds streaming responses (ROB-717) so Holmes can stream answers to the CLI in real time.
    • Adds auth improvements for internet, notion, and llm toolsets.
    • Adds priorityClassName support to the Helm chart, allowing users to set the priority class name for Holmes pods.
    • Adds node selector support to the Helm chart for pod scheduling control.
    • Enables pod reloading when values.toolsets is updated via helm upgrade, so toolset config changes take effect without manual restarts.
    • Improves fetch_url tool to work with GitHub Pages sources.
    • Improves token counter performance via caching, reducing overhead on large investigations.

    14 details in Everything

52. 0.8.1 Jan 31, 2025 · release notes

    HolmesGPT 0.8.1 adds Gemini, ArgoCDArgoCDA Kubernetes-native continuous delivery controller, maintained by the CNCF, that syncs live cluster state to declarative config stored in Git, giving cyber tools automated, auditable deployment pipelines., OpenSearchOpenSearchAn open-source search and analytics engine, forked from Elasticsearch by AWS in 2021, that lets cyber tools store, query, and visualize large volumes of log or event data without licensing restrictions., and Grafana Loki toolsets plus AI output customization and global instructions.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.8.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.8.1

    • Adds ArgoCD toolset integration, bringing ArgoCD application state into Holmes investigations.
    • Adds OpenSearch toolset integration for querying OpenSearch data during investigations.
    • Adds Grafana Loki toolset integration for pulling logs from Loki during root-cause analysis.
    • Adds Gemini LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. support as a backend model option.
    • Adds global instructions capability, allowing operators to inject persistent context into all Holmes prompts.

    +5 more show less

    • Adds AI output customization (MAIN-2806), enabling custom sections and structured outputstructured outputForcing a model's response to match a given format or JSON schema, so software can parse it reliably instead of hoping the text is well formed. shaping in RCA responses.
    • Adds kubectl with jq as a built-in tool, enabling JSON-filtered Kubernetes queries inside Holmes investigations.
    • Adds pod affinity configuration support to the Helm chart.
    • Adds optional performance logging to improve observability of Holmes internals.
    • Adds app diagnose chat capability for interactive application diagnosis sessions.

    10 details in Everything

53. 0.7.2 Dec 10, 2024 · release notes

    HolmesGPT 0.7.2 adds the ability to fetch deployment configuration data during investigations.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.7.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.7.2

    • Adds option to fetch deployment config, expanding the Kubernetes context available during investigations.

    1 detail in Everything

54. 0.7.1 Dec 6, 2024 · release notes

    HolmesGPT 0.7.1 adds WatsonX support, kubectl events, grep log search, and memory-request inspection tools.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.7.1 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.7.1

    • Adds kubectl_logs_grep tool, enabling Holmes to search pod logs using grep (upgraded to grep -E extended regex) to surface relevant log lines faster.
    • Adds a tool to fetch top memory requests across the cluster, giving the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. visibility into resource consumption.
    • Adds kubectl events capability so Holmes can retrieve and reason over Kubernetes events during investigations.
    • Enables the LLM to fetch logs from all containers or a specific container within a pod, expanding container-level log coverage.
    • Adds IBM WatsonX as a supported LLM backend, broadening model provider options.

    +2 more show less

    • Adds tag support to the ask holmes command, allowing queries to be scoped or annotated with tags.
    • Adds LLM evaluations framework for testing and benchmarking Holmes response quality.

    7 details in Everything

55. 0.6.0 Nov 6, 2024 · release notes

    HolmesGPT 0.6.0 adds runbook URL support, custom LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. backends, kubectl top, and a new conversation API

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.6.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.6.0

    • Adds support for passing runbook URLs to the issue investigator, letting Holmes pull context from your own runbooks during investigations.
    • Supports custom LLM implementations, enabling teams to plug in their own LLM backends beyond the built-in providers.
    • Supports removing the Bedrock prefix from model name tokens for AWS Bedrock LLM configurations.
    • Adds a kubectl top action to the toolset, giving the AI agent access to live resource-usage metrics during investigations.
    • Adds a new conversation functionality, enabling multi-turn interactions with the investigator.

    +1 more show less

    • Adds an RDS single-instance lookup command to the AWS toolset for more targeted cloud investigations.

    6 details in Everything

56. 0.5.0 Oct 8, 2024 · release notes

    HolmesGPT 0.5.0 adds custom toolsets to the Helm chart and improved in-cluster authentication.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.5.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.5.0

    • Adds custom toolsets support to the Helm chart deployment.
    • Adds improved in-cluster authentication handling.

    2 details in Everything

57. 0.4.0 Oct 3, 2024 · release notes

    HolmesGPT 0.4.0 adds tool_calls to the /api/conversation endpoint and lets you override the UI token via environment variable.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.4.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.4.0

    • The POST /api/conversation endpoint now returns tool_calls in its response, exposing which tools Holmes invoked during an investigation.
    • Allows overriding the UI token with an environment variable instead of requiring it to be set in config.
    • Improves CLI logging and expands the --verbose flag for more detailed diagnostic output.
    • Improves prompt output to produce more detailed investigation results.

    4 details in Everything

58. 0.3.0 Sep 2, 2024 · release notes

    HolmesGPT 0.3.0 adds AWS/Confluence/Slab tools, a workload health endpoint, Robusta AI support, parallel tool callingtool callingA model's ability to answer with a structured request to run a named function or API, which the application executes and returns. It is how agents take actions., and custom CA trust.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.3.0 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.3.0

    └──▷ USE IT
    Set the LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. model once in config rather than passing it on every CLI invocation.
    yaml copy

    model: gpt-4o

    • Adds model parameter support in the config file, allowing the LLM model to be set without a CLI flag.
    • Adds AWS, Confluence, internet, and Slab tools, expanding the set of data sources Holmes can query during investigations.
    • Adds a workload health API endpoint with JSON response, enabling programmatic health checks via the Holmes server.
    • Adds a chat input box API for programmatic interaction with Holmes.
    • Adds support for Robusta AI as an LLM backend for Holmes.

    +5 more show less

    • Adds support for trusting custom CA certificates, enabling use with private TLS infrastructure.
    • Adds tolerations support for the Holmes pod, allowing scheduling on tainted Kubernetes nodes.
    • Enables parallel tool calling, allowing Holmes to invoke multiple tools simultaneously for faster investigation.
    • Adds K9s plugin integration, letting users invoke Holmes directly from the K9s terminal UI.
    • Increases accuracy of holmes ask results through improved prompting.

    10 details in Everything

59. 0.2.6 Jul 24, 2024 · release notes

    HolmesGPT 0.2.6 adds Slack output for the ask command, streamlined Amazon Bedrock support, and LiteLLM env var support in Helm.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.2.6 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.2.6

    • Helm chart now supports LiteLLM environment variables for configuring LLMLLMA large language model, a neural network trained on large amounts of text to recognize patterns and generate language. Applications use it for tasks such as answering, summarizing and writing code. backends.
    • Adds Slack as a destination for the ask command, enabling query results to be sent directly to Slack channels.
    • Streamlines Amazon Bedrock integration alongside other LLM models for a more seamless setup experience.
    • Adds a post-processing option for verbose (chatty) AI responses.
    • Updates PagerDuty integration with minor improvements.

    +2 more show less

    • Adds Prometheus Operator RBACRBACRole-based access control, where permissions are assigned to roles such as reader or administrator and users receive those roles. It makes access easier to manage than individual permission lists. rules for Holmes to the service account template in the Helm chart.
    • Improves the Kubernetes toolset with minor enhancements.

    7 details in Everything

60. 0.2.5 Jun 24, 2024 · release notes

    HolmesGPT 0.2.5 adds a --file flag and ships as a pip-installable Python package.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.2.5 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.2.5

    └──▷ TRY IT
    Feed a pre-written investigation prompt from a file instead of typing it inline on the command line.
    copy

    $ holmes ask --file <path>

    • Adds --file flag to pass input from a file directly to the CLI.
    • Makes HolmesGPT installable as a Python package via pip.

    2 details in Everything

61. 0.2.4 Jun 17, 2024 · release notes

    HolmesGPT 0.2.4 adds label-based filtering for Alertmanager alert ingestion.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.2.4 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.2.4

62. 0.2.2 Jun 14, 2024 · release notes

    HolmesGPT 0.2.2 adds OpsGenie and PagerDuty investigation commands and JSON output flag.

    └──▷ GET THIS VERSION

    copy

    $ git clone --branch 0.2.2 https://github.com/HolmesGPT/holmesgpt.git
    # already have the repo? check out this version:
    $ git checkout 0.2.2

    • Adds holmes investigate opsgenie command to investigate OpsGenie alerts directly from the CLI.
    • Adds holmes investigate pagerduty command to investigate PagerDuty incidents directly from the CLI.
    • Adds a CLI flag to write investigation output to JSON for machine-readable results.

    3 details in Everything