The daily firehose — everything the toolchain shipped today, already filtered.
We read every release from the 1309 tools on our watchlist at the source — GitHub and GitLab release notes, vendor release pages and changelogs, project blogs and feeds, vendor press releases, and the source code behind the tag. Bug-fix-only releases and non-product newsroom noise are dropped; what's left is summarized down to the new capability, how to try it, and any screenshots or videos the release itself published. Every entry links to the sources it was built from.
READ AS
Focus:What features shipped and what problems they solve, plus launches, packaging and where the market is moving.
Leaves out:Command-line flags, API-only deltas, usage examples, and releases that are only refinements.
Focus:New security controls, new APIs, and product improvements you can put to work, plus anything an upgrade breaks.
Leaves out:Launch and marketing news, governance, pricing, and documentation changes with no operational effect.
Focus:Dashboards, reporting, and anything you can quantify: metrics, coverage, risk scores, compliance impact, vendor moves.
Leaves out:Settings, flags, API and command-line detail, library bumps, and minor releases with no reporting or posture angle.
Focus:API, SDK and MCP changes, new libraries, breaking changes in what you import, and cyber tooling.
Leaves out:Governance, SOC operations, and vendor launches with no developer surface.
AMOUNT
DETAIL
ORDER
This issue came out before editions were ranked, so it shows the Standard edition in issue order.
Invicti is an automated web application security scanning platform that identifies vulnerabilities like SQL injection and XSS through dynamic and interactive testing.
Invicti's latest release adds HashiCorp Vault-backed secrets for scan authentication, a dedicated API scan profile, and finer-grained control over scan speed, alongside improvements to gRPCgRPCAn open-source remote procedure call framework from Google that uses HTTP/2 and Protocol Buffers to let services call each other's functions across a network, giving tools low-latency, strongly typed inter-process communication. imports, Login Sequence Recorder reporting, and IDORIDORInsecure Direct Object Reference, a web vulnerability where an application exposes internal identifiers (IDs, filenames) without access checks, letting an attacker substitute another user's ID to reach their data./BOLABOLABroken Object Level Authorization, an API vulnerability class where a server fails to verify that the requesting user owns or may access the object ID they supply, letting attackers read or modify other users' data. credential limits.
└──▷ WHAT SHIPPED ·
7 FEATURES0 OF 7 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Custom scan speed controlnew65how completely this was documenteddepth30/40specificity20/30actionability15/3065 / 100
Adds a new Custom scan speed option in scan configuration that lets users set the number of concurrent requests and the throttling delay for precise throughput control.
Expanded IDOR/BOLA credential character limitimproved65how completely this was documenteddepth25/40specificity25/30actionability15/3065 / 100
Increases the character limit for authentication values in IDOR/BOLA credentials from 1,024 to 4,096 characters, accommodating long 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. Bearer Tokens.
Full HTTP traffic logging in Login Sequence Recorderimproved60how completely this was documenteddepth30/40specificity20/30actionability10/3060 / 100
Expands Login Sequence Recorder (LSR) reports to include the full HTTP request and response for each recorded step, with automatic obfuscation of sensitive tokens in headers and bodies.
HashiCorp Vault integration for scan credentialsnew52how completely this was documenteddepth22/40specificity20/30actionability10/3052 / 100
Adds HashiCorp Vault integration with Invicti Platform's Secrets Manager, enabling credentials to be retrieved directly from Vault when configuring scan authentication.
Multi-file gRPC ZIP uploadnew47how completely this was documenteddepth22/40specificity15/30actionability10/3047 / 100
Adds support for uploading multiple gRPC proto file definitions as a single ZIP archive, eliminating the need to import multi-file gRPC service definitions one by one.
Secrets access during LSR recordingimproved45how completely this was documenteddepth20/40specificity15/30actionability10/3045 / 100
Secrets configured for a target are now accessible to the Login Sequence Recorder (LSR) during recording, so stored credentials can be used instead of being entered manually.
Cloudsmith is a cloud-based software supply chain platform for securely managing and distributing software packages and artifacts.
Cloudsmith reached general availability for policy-as-code management and continuous risk detection, while switching its vulnerability data source from Trivy to OSV.devOSV.devAn open-source vulnerability database and API maintained by Google that aggregates CVEs and ecosystem-specific advisories in a unified schema, giving cyber tools a single feed to query for package-level vulnerability data. and improving the policy editor's authoring experience.
└──▷ WHAT SHIPPED ·
4 FEATURES3 OF 4 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Policy management GA across web app, API, Terraformnew60how completely this was documenteddepth25/40specificity20/30actionability15/3060 / 100
Policy management is now generally available across the web app, API, and Terraform provider, enabling policy-as-code enforcement rules across the software supply chainsoftware supply chainThe dependencies, tools and processes used to build and deliver software. Compromising one part can affect the products or organizations that rely on it..
Continuous risk detection GAnew50how completely this was documenteddepth25/40specificity15/30actionability10/3050 / 100
Continuous risk detection is now generally available, automatically checking every package in a workspace against known vulnerabilities and malicious packages with no scheduled or manual rescans required.
OSV.dev replaces Trivy as vulnerability data sourceimproved40how completely this was documenteddepth15/40specificity20/30actionability5/3040 / 100
OSVOSVOpen Source Vulnerabilities, a vulnerability database and schema maintained by Google that gives cyber tools a machine-readable, cross-ecosystem format for querying and sharing CVE-style advisories..dev now replaces Trivy as the vulnerability data source shown in the web app and API for risk detection.
GitHub is a web-based platform for version control and collaborative software development using Git repositories.
GitHub shipped OAuth app security upgrades — expiring tokens with refresh and support for multiple, wildcard redirect URIs — alongside a broad Copilot update wave covering Grok 4.6 and other new models, GA cross-surface plugins, new CLI task/planning/rewind commands, JetBrains BYOKBYOKBring Your Own Key — a cloud deployment model where the customer supplies and controls the encryption keys rather than the provider, so sensitive data stays under the customer's cryptographic authority. and memory, and VS Code model switching.
└──▷ WHAT SHIPPED ·
10 FEATURES1 OF 10 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Expiring tokens and refresh flow for OAuth appsnew88how completely this was documenteddepth35/40specificity28/30actionability25/3088 / 100
OAuth apps can include the offline_access scope in authentication requests to opt into short-lived access tokensaccess tokensA credential that authorizes a client to use a service or API. It usually has limited permissions and a lifetime; anyone holding it may be able to use those permissions. (8-hour lifetime) paired with 6-month refresh tokensrefresh tokensA credential used to obtain a new access token without signing in again. It is sent to the authorization service rather than used directly to call the protected API.. Registrations can also be set to always issue short-lived tokens, forcing even old clients onto the refresh flow; the behavior is enabled by default for all newly created OAuth apps and can be disabled while updating an incompatible SDK.
Test refresh-token support in a new OAuth app flow by requesting short-lived tokens via the offline_access scope during user authorization.
$ GET https://github.com/login/oauth/authorize?client_id=<client_id>&scope=repo%20offline_access&redirect_uri=https://app.example.com/callback
Task, planning and rewind commands in Copilot CLInew88how completely this was documenteddepth32/40specificity28/30actionability28/3088 / 100
Copilot CLI gains a /tasks subcommand to manage all subagents and their tasks, supporting queuing of prompts, shell commands, and slash commands while an agent turn is running; --plan combined with --mode autopilot in headless mode (-p) to have the agent produce and then automatically implement a plan; and /rewind to restore Copilot changes without requiring git or discarding user edits. The /app command was also updated to preserve session and folder context when opening the Copilot app.
Roll back Copilot-generated changes mid-session without touching git history or throwing away your own edits.
Grok 4.6 model in GitHub Copilotnew71how completely this was documenteddepth28/40specificity28/30actionability15/3071 / 100
Grok 4.6 is now selectable in the Copilot model picker across Visual Studio Code, Visual Studio, Copilot CLI, GitHub Copilot cloud agent, GitHub Copilot app, JetBrains, Xcode, and Eclipse. It's available to Copilot Pro, Pro+, Max, Business, and Enterprise SKUs at provider list pricing under usage-based billing, and Enterprise/Business admins must enable the Grok 4.6 policy in Copilot settings, which is off by default.
Multiple and wildcard redirect URIs for OAuth appsbreaking70how completely this was documenteddepth30/40specificity25/30actionability15/3070 / 100
OAuth apps can now register up to 10 redirect URIs (called callback URIs) via a new Add redirect URI button in application settings, and both OAuth apps and GitHub Apps can enable per-URI wildcard matching so authorization redirects work for subdomain or subpath variants without registering each one. Apps with a single redirect URI now have wildcard matching enabled by default, a previously invisible legacy behavior that operators should explicitly disable if not needed to reduce redirect attack surfaceattack surfaceThe exposed systems, interfaces and access points an attacker could try to use. It includes internet-facing services as well as identities, software and other reachable resources..
Plugin management and side chat in Copilot appimproved58how completely this was documenteddepth20/40specificity18/30actionability20/3058 / 100
The Copilot app now shows each installed plugin's current version and supports individual or bulk plugin updates from Customize or Settings. It also lets users open an agent's question in a side chat to discuss it before responding, while the original question waits.
Inspect and bulk-update all installed Copilot plugins from one place in the app.
📍In the Copilot app, go to Customize (or Settings) › Plugins, review each plugin's current version, then click Update all to upgrade every plugin at once.
Agent Plugins 1.0 general availabilitynew54how completely this was documenteddepth22/40specificity22/30actionability10/3054 / 100
Agent Plugins 1.0 is now generally available, letting a plugin built once run across VS Code, Copilot CLI, the GitHub Copilot SDK, and the GitHub Copilot app.
New Copilot models: Kimi K3 and MAI-Code-1.1-Flashnew43how completely this was documenteddepth18/40specificity20/30actionability5/3043 / 100
Kimi K3 rolled out to Copilot Pro, Pro+, Max, Business, and Enterprise plans, and MAI-Code-1.1-Flash rolled out with native image understanding and improvements to coding quality, instruction following, tool usetool useA 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 performance.
Apps with only one registered redirect URI have wildcard matching enabled by default as a now-visible legacy behavior; operators who do not need it should explicitly disable it in application settings to reduce redirect attack surface.
CAPEv2 Distributed REST APIREST APIA web API design style where clients interact with resources over HTTP using standard methods like GET, POST, and DELETE, giving cyber tools a predictable, language-agnostic way to integrate with external services. migrated to FastAPI/Uvicorn with self-healing DB connections and expanded admin CLI
Migrates the Distributed REST API in utils/dist.py from Flask/Flask-RESTful to FastAPI and Uvicorn, with type-safe Pydantic JSON schemas replacing Flask-SQLAlchemy and python-multipart.
Adds a restart_db_connection() helper and SessionWrapper in utils/dist.py that automatically disposes and recreates the SQLAlchemy connection pool when a TimeoutError or QueuePool limit is hit.
Expands utils/dist.py into a fully-featured administrative CLI tool with grouped command sets: Daemon Options, Cluster Management, VM Maintenance, and GCS/Sync — adding subcommands to list, register, modify, and view cluster status from the command line.
3 details in Everything
└──▷ BREAKING ON UPGRADE
!The Distributed CAPE REST API (utils/dist.py) now requires FastAPI and Uvicorn instead of Flask, Flask-RESTful, Flask-SQLAlchemy, and python-multipart; these dependencies have been removed from pyproject.toml and must be replaced before upgrading.
Sophos Email Security protects organizations from email-based threats including malware, phishing, and spam through advanced threat detection and filtering.
Sophos Email Security 2026.32 improves Time-of-Click URL protection with exportable URL lists and more nuanced custom messaging for unverified links.
└──▷ WHAT SHIPPED ·
2 FEATURES0 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
CSV/PDF export of message URL listsnew67how completely this was documenteddepth25/40specificity22/30actionability20/3067 / 100
From the URLs tab in Message Details, admins can now export the list of URLs found in a message as CSV or PDF, including basic message metadata to help identify the source message.
Custom messages for unverified Time-of-Click linksimproved58how completely this was documenteddepth25/40specificity18/30actionability15/3058 / 100
Custom block and warning messages for unverified Time-of-Click (ToC) links can now be configured separately from those shown for known risky URLs, allowing less alarming messaging for links that are unverified but not confirmed malicious.
Sophos DNS Protection is a security service that blocks malicious websites and threats by filtering DNS queries at the network level.
Sophos DNS Protection adds a dedicated Generative AI web category for granular filtering, along with a renamed category group and an inheritance rule that admins should review.
└──▷ WHAT SHIPPED ·
1 FEATURE0 OF 1 FEATUREmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Generative AI category for filtering policiesnew73how completely this was documenteddepth30/40specificity25/30actionability18/3073 / 100
A new Generative AI category has been added to the Business and generative AI category group (renamed from Business-relevant site categories), letting filtering policies block or allow generative AI service websites independently of other business categories. In existing filtering policies, the new Generative AI category automatically inherits the setting of the Information technology category (e.g., if Information technology is set to Allow, Generative AI will also be Allow), so admins should review policies where Information technology is allowed if they intended to block generative AI sites.
The Business-relevant site categories category group is renamed to Business and generative AI; any documentation or references using the old name will need to be updated.
!
In existing filtering policies, the new Generative AI category automatically inherits the setting of the Information technology category (e.g., if Information technology is set to Allow, Generative AI will also be Allow) — review policies where Information technology is set to Allow if you intended to block generative AI sites.
Sophos Access Points are wireless networking devices providing secure, managed WiFi connectivity with integrated threat protection for enterprise environments.
Sophos Central 2026.29 adds WMM-EDCA traffic prioritization controls for access point profiles and strengthens the AP6 registration flow with real-time validation and a troubleshooting link.
└──▷ WHAT SHIPPED ·
2 FEATURES0 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
WMM-EDCA traffic prioritization for AP profilesnew57how completely this was documenteddepth20/40specificity22/30actionability15/3057 / 100
Adds WMM-EDCA (Wireless Multimedia - Enhanced Distributed Channel Access) traffic prioritization settings, configurable on the Advanced Wireless tab of access point profiles.
AP6 registration validation and help improvementsimproved52how completely this was documenteddepth22/40specificity18/30actionability12/3052 / 100
Adds real-time serial number validation during AP6 registration that surfaces format and licensing errors before registration starts, adds registration account validation that shows an error when an access point connects but is already registered to another account, and adds a Need help? link in the AP6 registration window linking to the updated troubleshooting guide.
Plerion is a cloud security platform that enables continuous vulnerability discovery and remediation across cloud infrastructure and applications.
Plerion rebuilt its entire compliance framework catalog from scratch, adding CISCISA nonprofit that publishes consensus-based configuration benchmarks and controls for hardening operating systems, cloud environments, and software; cyber tools use it as a ready-made compliance baseline. AWS Foundations Benchmark v7.0.0 and 15,250 new control-to-detection mappings, while promoting 18 frameworks to their latest publisher editions and retiring 23 superseded ones.
└──▷ WHAT SHIPPED ·
4 FEATURES3 OF 4 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
CIS AWS Foundations Benchmark v7.0.0 supportnew80how completely this was documenteddepth35/40specificity30/30actionability15/3080 / 100
Adds CIS Amazon Web Services Foundations Benchmark v7.0.0 with all 70 recommendations mapped to Plerion detections, including six new AWS Organizations controls (centralized root access, authorization guardrails, organizational unit structure, delegated administrators) and a check for reaching AWS services over VPCVPCA logically isolated virtual network inside a public cloud provider's infrastructure, letting tools deploy resources with private addressing, controlled routing, and firewall rules without managing physical hardware. endpoints, each tagged with CIS Level 1 or Level 2 profile.
Full rebuild of 40 compliance frameworksbreaking75how completely this was documenteddepth35/40specificity25/30actionability15/3075 / 100
Plerion rebuilt all 40 compliance frameworks from scratch against the current detection catalog, producing 15,250 control-to-detection mappings across AWS, Azure, GCP, and now Kubernetes (29 frameworks). Because mappings were reconstructed rather than patched, compliance posture percentages will shift in both directions across all 40 rebuilt frameworks.
23 superseded compliance frameworks retireddeprecated68how completely this was documenteddepth25/40specificity28/30actionability15/3068 / 100
Retires 23 superseded framework editions — including PCI DSS 4.0, PCI DSS 3.2.1, NIST CSF v1.1, ISO/IEC 27001:2013, CIS AWS Foundations Benchmark v4.0.1, and FFIEC CAT — removing them from the framework list while preserving existing mappings. FFIEC CAT has no successor framework, so customers using it must migrate manually.
Compliance posture percentages will shift in both directions across all 40 rebuilt frameworks because the control-to-detection mappings were reconstructed rather than patched.
!
23 retired framework editions (including PCI DSSPCI DSSThe Payment Card Industry Data Security Standard, security requirements for protecting payment account data. It covers organizations that store, process or transmit that data and relevant service providers. 4.0, PCI DSS 3.2.1, NIST CSFNIST CSFThe NIST Cybersecurity Framework, a set of outcomes for managing cybersecurity risk. Organizations use it to describe their current posture, priorities and improvement goals. v1.1, ISOISOA widely adopted international standards body that publishes technical specifications; cyber tools cite ISO standards to signal compliance with recognized benchmarks for quality, security, or interoperability./IEC 27001:2013, CIS AWS Foundations Benchmark v4.0.1, and FFIEC CAT) are removed from the framework list; FFIEC CAT has no successor framework.
Minimus's August 16, 2026 release adds package-level advisory filtering, a per-CVE breakdown of affected packages, and expanded visibility into action rule execution via status indicators and Activity Log integration.
└──▷ WHAT SHIPPED ·
4 FEATURES0 OF 4 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Action rule status tracking and Activity Log integrationimproved72how completely this was documenteddepth30/40specificity22/30actionability20/3072 / 100
Action rules now display a status indicator for their most recent invocation and a running count of how many times they have triggered. Every action rule invocation, success or failure, is written to the Activity Log, with a new Open Action button on each log entry to jump directly to the related action rule.
— Names UI elements and log behavior with clear navigationAugust 16, 2026
0200
Affected package breakdown per CVE in vulnerabilities tabnew60how completely this was documenteddepth25/40specificity20/30actionability15/3060 / 100
Adds a breakdown of affected packages within each origin package per CVE/GHSA in the image vulnerabilities tab summary, with a link to a pre-filtered advisories view.
— Names the tab and linked view but no exact pathAugust 16, 2026
thinner coverage below
0300
Package column and filtering in Advisories tablenew57how completely this was documenteddepth22/40specificity20/30actionability15/3057 / 100
Adds a Package column alongside the existing Origin Package column in the Advisories table, enabling filtering by both the origin package and the affected package.
— Names both columns but no filter mechanics detailAugust 16, 2026
0400
Detected column removed from Advisories tablebreaking45how completely this was documenteddepth20/40specificity15/30actionability10/3045 / 100
The Detected column has been removed from the Advisories table and is now only accessible in the detailed dialog.
— Clear before/after but minimal follow-up guidanceAugust 16, 2026
└──▷ BREAKING ON UPGRADE
!
The Detected column has been removed from the Advisories table and is now only accessible in the detailed dialog.
Chainguard provides container image security and supply chain management solutions, offering hardened, minimal Linux images and vulnerability scanning.
Chainguard published its full public API surface (260 endpoints across 59 areas), added an AWS Security Hub Extended integration for Libraries findings, introduced a beta malware-visibility tab in the Console, added PKCEPKCEProof Key for Code Exchange, an OAuth safeguard that binds an authorization code to the client that requested it. An intercepted code cannot be redeemed without the client's matching verifier. support for custom OIDCOIDCOpenID Connect, a sign-in protocol built on OAuth 2.0. An application uses identity information from a trusted provider instead of maintaining a separate password for each user.identity providersidentity providersA service that authenticates users and supplies identity information to other applications. It is the sign-in authority behind many single sign-on systems., and shipped 23 new container images.
└──▷ WHAT SHIPPED ·
5 FEATURES1 OF 5 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
AWS Security Hub Extended integration for Librariesnew70how completely this was documenteddepth30/40specificity25/30actionability15/3070 / 100
Chainguard Libraries findings are now distributed through AWS Security Hub Extended, with findings normalized to the Open Cybersecurity Schema Framework (OCSFOCSFAn open schema standard, maintained by the OCSF community under CISA and industry backing, that defines a common event format so cyber tools can share and ingest log data without per-source normalization work.) and AWS Enterprise Support (Level 1) available for eligible customers; customers subscribe and pay through their existing AWS account from the Security Hub console.
— Explains mechanism and eligibility; subscribe path named but no exact stepsWeek of 2026-08-10
0200
Malware tab in Console Libraries sectionnew70how completely this was documenteddepth30/40specificity25/30actionability15/3070 / 100
A new Malware tab (beta) in the Libraries section of the Console shows malicious and suspicious packages blocked before reaching an environment, with a weekly chart covering Python and JavaScript ecosystems and a per-package search that explains why a package was flagged. It is enabled by default for all Libraries-entitled organizations.
Review malware and greyware blocked across your Libraries-entitled organization directly in the Console.
📍In the Console, go to Libraries › Malware tab to view the weekly blocked-package chart and search for any flagged package to see the reason it was marked unsafe.
— Exact Console navigation and behavior given, no command-line surfaceWeek of 2026-08-10
0301
Public API launch across 59 resource areasnew65how completely this was documenteddepth20/40specificity30/30actionability15/3065 / 100
Chainguard now publishes a public API spanning 260 endpoints across 59 areas, documented at https://edu.chainguard.dev/api.json. The largest areas are Registry (33 endpoints, create/read/update/delete), Registryentitlements (11), Identityprovidersservice (9), Groupsservice (8), Identityproviders (8), Advisories (7), Groups (7) and Identitiesservice (7), plus 51 further areas: Reposservice, Accountassociationsservice, Policies, Rolebindingsservice, Awsmarketplacesubscriptions, Actionsauthorization, Externalgrouprolemappings, Externalgrouprolemappingsservice, Groupaccountassociations, Iamidentities, Rolebindings, Rolesservice, Argosdocuments, Argososv, Auth, Bindings, Groupinvitesservice, Librariesresolutioncache, Librarypolicies, Librarypolicybindings, Roles, Subscriptionsservice, Tagsservice, Vulnerabilities, Artifacts, Artifactsservice, Groupinvites, Librariesentitlements, Overrides, Securityadvisory, Securityadvisoryservice, Securitytokenservice, Skillsentitlements, Subscriptions, Apk, Advisoriesservice, Apko, Argosvulns, Charts, Imagesservice, Npmpackages, Pingservice, Terms, Termsservice, Actions, Decisions, Eventidentities, Imagematcher, Librarypolicyblockevents, Malware, Packagesentitlements.
— Names every area and endpoint count but no auth or request detailv1
0400
PKCE support for custom OIDC identity providersnew65how completely this was documenteddepth25/40specificity25/30actionability15/3065 / 100
Adds Proof Key for Code ExchangeProof Key for Code ExchangeProof Key for Code Exchange, an OAuth safeguard that binds an authorization code to the client that requested it. An intercepted code cannot be redeemed without the client's matching verifier. (PKCE) support for OAuth token exchangeOAuth token exchangeAn OAuth 2.0 extension (RFC 8693) that lets a service swap one token for another with different scopes, audience, or type, so cyber tools can delegate access across service boundaries without re-authenticating the user. with custom OIDC identity providers, aligned with OAuth 2.1OAuth 2.1A consolidated draft of the OAuth authorization framework that merges OAuth 2.0 with its most important security BCP updates, dropping unsafe flows so tools can delegate user access without handling credentials directly., configurable via chainctl or the Chainguard API, and usable alongside an existing client secret or as a secret-free public client.
— Names chainctl/API config path but no exact flag or endpointWeek of 2026-08-10
thinner coverage below
0500
23 new container imagesnew50how completely this was documenteddepth15/40specificity25/30actionability10/3050 / 100
Adds 23 new container images: prometheus-stackdriver-exporter (+FIPSFIPSA set of US federal standards published by NIST that define approved cryptographic algorithms and modules; cyber tools use it to meet compliance requirements in government and regulated environments.), crossplane-azure-keyvault, crossplane-azure-kusto, influxdb-fips, moodle-iamguarded, pypiserver-fips, kubevirt-cdi-cloner (+FIPS), yopass, acm-controller (+FIPS), gremlin-server, rollouts-plugin-trafficrouter-gatewayapi (+FIPS), claude, codex, cruise-control (+FIPS), dotstatsuite-supercore, opencode, and zalando-pgbouncer (+FIPS).
— All image names listed but no pull command or registry path givenWeek of 2026-08-10
Tenzir is a security data platform that ingests, transforms, and analyzes security telemetry and threat intelligence data.
Tenzir expanded detection capabilities with Sigma 2.1 and YARA-X support, and introduced native time-series analytics for beacon detection.
└──▷ WHAT SHIPPED ·
2 FEATURES0 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Sigma 2.1 and YARA-X detection supportnew30how completely this was documenteddepth10/40specificity15/30actionability5/3030 / 100
Tenzir Node v6.11.0 adds detection support for Sigma 2.1 and YARA-X, expanding the rule formats the platform can evaluate against ingested telemetry.
Sophos Protection for Linux is an endpoint security tool that provides threat detection, malware prevention, and vulnerability management for Linux systems.
Sophos Protection for Linux added core threat-protection capabilities — on-access scanning with automatic quarantine and network device isolation — alongside ARM64ARM64The 64-bit instruction set architecture from ARM Holdings, used in modern mobile chips, Apple Silicon, and cloud server CPUs; tools target it to run natively on those platforms without emulation overhead. server support, more flexible installers, path-based allow-listing, and Helm chart output configuration for the Linux Sensor.
└──▷ WHAT SHIPPED ·
7 FEATURES0 OF 7 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Allow-list applications by filename or pathnew75how completely this was documenteddepth25/40specificity25/30actionability25/3075 / 100
Adds allow-list-by-path support for Linux, letting users permit applications by filename or path, configurable from event details or at General Settings > Allowed Applications in Sophos Central.
Allow a specific application by path to suppress false-positive detections on a Linux endpoint.
📍In Sophos Central, go to General Settings › Allowed Applications and add the application by filename or path.
— Exact UI navigation path plus a usage exampleVersion 2024.1
0200
On-access scanning and automatic malware quarantinenew70how completely this was documenteddepth30/40specificity20/30actionability20/3070 / 100
Adds on-access file scanning for the Sophos Linux Agent, configurable via server threat protection policies in Sophos Central and off by default. Also introduces malware quarantine covering both on-access and on-demand scanning, automatically isolating files on signature match.
— Names policy location and default state but no exact config keyVersion 2023.1
0300
Device Isolation for Linux endpointsnew65how completely this was documenteddepth30/40specificity20/30actionability15/3065 / 100
Adds Device Isolation for Linux: isolate a Linux endpoint from the network via Sophos Central while retaining management connectivity, using the existing isolate, remove-from-isolation, and exclusion controls.
— Describes mechanism and controls but only points to Sophos Central UIVersion 2024.1
thinner coverage below
0400
Helm chart alert and event output configurationimproved55how completely this was documenteddepth20/40specificity20/30actionability15/3055 / 100
Helm chart 1.0.4 adds configuration of alert and event outputs, allowing operators to control where detections from the Sophos Linux Sensor are routed.
— Names the chart version and capability but no config keys shownVersion 5.15.1New
0500
ARM64 server support for SPL Agentnew45how completely this was documenteddepth20/40specificity15/30actionability10/3045 / 100
Supports installing the SPL Agent on ARM64-based Linux servers, enabling Linux Runtime Detections on ARM64 hardware.
— States platform support but no install steps or requirementsVersion 2023.4
0600
Installer options: custom path and pre-install checksnew45how completely this was documenteddepth20/40specificity15/30actionability10/3045 / 100
Adds an installer option to designate a custom install location for the SPL Agent, and a separate installer option to run pre-installation checks without installing the SPL Agent, enabling environment verification and troubleshooting.
— Names two installer options but not their exact flagsVersion 2023.4
0700
Linux Runtime Detections service in Security Healthbreaking40how completely this was documenteddepth20/40specificity15/30actionability5/3040 / 100
Includes the Sophos Linux Runtime Detections service in the Security Health view in Sophos Central, updating the health state reported for Linux devices; upgrading may change the reported security health state for Linux devices.
— Notes the behavior change but no remediation steps givenVersion 2024.1
└──▷ BREAKING ON UPGRADE
!
Adding the Sophos Linux Runtime Detections service to Security Health may change the reported security health state for Linux devices in Sophos Central after upgrading.
Sophos Mobile on-premises is an enterprise mobile device management solution for securing and managing iOS, Android, and other mobile devices within organizations.
Sophos Mobile 9.7 adds Apple User Enrollment for BYODBYODBring Your Own Device: a policy allowing employees to use personal phones, laptops, or tablets for work, creating a network of unmanaged endpoints that cyber tools must monitor or enforce policy on. iOS devices, expands iOS Web Content Filter and Per App VPNVPNA virtual private network, an encrypted tunnel between devices or networks. It carries traffic across another network as though the endpoints had a private connection. policies, and drops support for a range of legacy OS versions while tightening Android EnterpriseAndroid EnterpriseA Google program that gives organizations APIs and management modes to enroll, configure, and enforce policy on Android devices through an EMM platform. enrollment requirements.
└──▷ WHAT SHIPPED ·
6 FEATURES1 OF 6 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Dropped OS support and Android Enterprise enrollment enforcementbreaking75how completely this was documenteddepth25/40specificity30/30actionability20/3075 / 100
Support for Android 5, Android 6, iOS 11, macOS 10.13, Windows 10 Enterprise version 1709, Windows 10 Education version 1709, Windows 10 Pro version 1903, and Windows 10 Home version 1903 is dropped in this version. Additionally, Android 10 or later devices must now be enrolled using Android Enterprise; enrollment via the legacy Device administrator mode will fail for these devices.
— Lists exact dropped versions and clear enrollment migration pathSophos Mobile 9.7
0200
Apple User Enrollment management modenew60how completely this was documenteddepth25/40specificity20/30actionability15/3060 / 100
Adds Apple User Enrollment as a new management mode for user-owned iPhones and iPads, isolating work apps and data in a separate volume from personal data.
— Names the mode and isolation mechanism but no config stepsSophos Mobile 9.7
thinner coverage below
0300
Kiosk mode notification togglenew45how completely this was documenteddepth15/40specificity15/30actionability15/3045 / 100
Adds a new Show notifications setting to the Android Enterprise Kiosk mode policy, enabling notifications to be toggled on or off for kiosk devices.
— Names exact policy setting, clear toggle to applySophos Mobile 9.7
0400
Per App VPN domain-triggered connectionsimproved45how completely this was documenteddepth20/40specificity15/30actionability10/3045 / 100
Adds additional domain settings to the iOS Per App VPN policy to establish VPN connections when domains are opened in Calendar, Contacts, or Mail.
— Explains trigger mechanism but no field names givenSophos Mobile 9.7
0500
Migration token requirement removedimproved40how completely this was documenteddepth15/40specificity15/30actionability10/3040 / 100
Removes the migration token requirement when migrating from Sophos Mobile on-premises to Sophos Central.
Support for Android 5, Android 6, iOS 11, macOS 10.13, Windows 10 Enterprise version 1709, Windows 10 Education version 1709, Windows 10 Pro version 1903, and Windows 10 Home version 1903 is dropped in this version.
!
Android 10 or later devices must now be enrolled using Android Enterprise; enrollment via the legacy Device administrator mode will fail for these devices.
Sophos Intercept X for Mobile is an endpoint protection platform that detects and prevents malware, ransomware, and threats on iOS and Android devices.
Sophos Intercept X for Mobile 9.7.7 extends its User Activity Verification API to support URL-based actions.
└──▷ WHAT SHIPPED ·
1 FEATURE0 OF 1 FEATUREmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
URL support in User Activity Verification APIimproved50how completely this was documenteddepth20/40specificity15/30actionability15/3050 / 100
The Sophos User Activity Verification API now supports URLs, enabling requests that open a web page or initiate a phone call when a user selects an option.
— Names the API and new behavior but no endpoint or field detailsVersion 9.7.7
Sophos Central is a cloud-based unified security management platform for protecting endpoints, servers, networks, and email across organizations.
Sophos Central's latest updates center on identity threat detection expansion with ML-derived Identity Risk Scores and new regions, alongside a new Network Map for visualizing Sophos network topology and a lightweight Protected Browser extension for Chrome and Edge.
└──▷ WHAT SHIPPED ·
8 FEATURES2 OF 8 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Identity Risk Scores in Sophos ITDRnew58how completely this was documenteddepth28/40specificity18/30actionability12/3058 / 100
Sophos ITDRITDRIdentity Threat Detection and Response: a discipline focused on detecting and responding to attacks that abuse identity systems such as Active Directory or IAM platforms, giving cyber tools visibility into credential-based intrusions. now surfaces a single ML-derived Identity Risk Score combining incident likelihood and compromise impact for each identity, which updates dynamically as findings and account details change.
— Mechanism described but no UI path or API givenLatest news
0200
Network Map topology visualizationnew58how completely this was documenteddepth25/40specificity20/30actionability13/3058 / 100
A new Network Map provides a visual representation of Sophos network topology, showing relationships and connections between all Sophos firewalls, switches, and AP6 access points in a Central account, with search capabilities.
— Names devices and search feature, no exact navigation pathJuly 20, 2026
0300
Workspace Protection Protected Browser extensionnew58how completely this was documenteddepth25/40specificity20/30actionability13/3058 / 100
A new Workspace Protection: Protected Browser extension for Chrome and Edge lets administrators apply security policies and monitor user activity without requiring migration to the full Sophos Protected Browser.
— Names browsers and product relationship, no install steps givenJuly 20, 2026
0400
Live Discover queries for AP6 access pointsimproved55how completely this was documenteddepth22/40specificity20/30actionability13/3055 / 100
Live Discover queries now support AP6 Series access points, enabling on-demand querying of wireless data stored in the Sophos data lake.
— Names data source and device series, no sample query givenJuly 20, 2026
0500
Generative AI category in DNS Protection filteringnew48how completely this was documenteddepth18/40specificity18/30actionability12/3048 / 100
DNS Protection filtering policies gain a new Generative AI category, giving visibility into AI service usage on networks and enabling policy-based control over it.
— Names the exact category and policy area, no config detailLatest news
0602
Sophos AI Defense Early Access Programnew43how completely this was documenteddepth18/40specificity15/30actionability10/3043 / 100
Sophos AI Defense EAP launches for Sophos EDREDREndpoint detection and response, monitoring computers for suspicious behavior and providing investigation and response controls, such as isolating a device., XDRXDRExtended detection and response, combining signals and investigation across endpoints, networks, identities or cloud services. It helps analysts connect activity that separate tools might miss., and MDRMDRManaged detection and response, an outsourced service that monitors security signals, investigates threats and helps respond to incidents. It combines specialist analysts with detection tools. customers on Sophos Fusion, enabling monitoring, control, and security of AI usage across an environment.
— Names eligible products and platform but no enrollment stepsLatest news
0700
Partner bulk license add-on selectionimproved42how completely this was documenteddepth18/40specificity14/30actionability10/3042 / 100
Partners can now explicitly select individual add-ons and products when applying bulk license changes to multiple monthly-usage customers simultaneously, rather than affecting all licenses at once.
— Explains the workflow change but no exact console pathLatest news
0800
Sophos ITDR regional expansionimproved33how completely this was documenteddepth10/40specificity18/30actionability5/3033 / 100
Sophos ITDR is now available to tenants provisioned in Canada, Australia, Japan, India, and Brazil.
— Names regions but no further mechanism or actionLatest news
Sumo Logic is a cloud-based monitoring and analytics platform for logs, metrics, and security data.
Sumo Logic introduced AI Parse Assist, a search feature that auto-generates parse statements and field names from highlighted log text to speed up query building.
└──▷ WHAT SHIPPED ·
1 FEATURE0 OF 1 FEATUREmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
AI Parse Assist in Searchnew45how completely this was documenteddepth20/40specificity10/30actionability15/3045 / 100
A new AI Parse Assist feature automatically generates a parse statement and field names from any text highlighted in a log message, accelerating query building for complex or unfamiliar log formats.
Intruder is a cloud-based vulnerability scanner that automatically discovers and tests systems for security weaknesses.
Intruder introduced a dark theme option that users can toggle in Settings, with the preference automatically saved across sessions.
└──▷ WHAT SHIPPED ·
1 FEATURE0 OF 1 FEATUREmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Dark theme toggle in Settingsnew40how completely this was documenteddepth15/40specificity10/30actionability15/3040 / 100
Adds a dark/light theme toggle in Settings, with the chosen preference persisted automatically across sessions and applied consistently across dashboards, search, and widgets.
Cloudmersive is an API platform providing cloud-based document processing, image manipulation, and data conversion services for developers.
Cloudmersive's Private Cloud Convert API v7-7-1 adds a customizable PDF Creator setting.
└──▷ WHAT SHIPPED ·
1 FEATURE0 OF 1 FEATUREmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
Customizable PDF Creator settingnew25how completely this was documenteddepth10/40specificity10/30actionability5/3025 / 100
The Convert API now supports a customizable PDF Creator setting, allowing the creator metadata field on generated PDFs to be configured.
DNSFilter is a security tool that filters DNS queries to block malicious domains, ads, and unwanted content at the network level.
DNSFilter shipped DNS PreCheck v2 to close a policy-enforcement gap on DNS-hijacking networks, alongside a reorganized policy/schedule dropdown.
└──▷ WHAT SHIPPED ·
2 FEATURES1 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
DNS PreCheck v2 for DNS-hijacking networksnew60how completely this was documenteddepth30/40specificity20/30actionability10/3060 / 100
DNS PreCheck v2 maintains policy enforcement on networks that hijack or redirect DNS traffic, closing a gap where certain network conditions could previously allow content through that should have been blocked. The agent tray updates to display DNS PreCheck v2 when the feature is active.
Organization grouping in policy/schedule dropdownimproved60how completely this was documenteddepth20/40specificity25/30actionability15/3060 / 100
The Policy/Schedule dropdown now groups an organization's own policies under an Organization header, with sections ordered Organization, Global, then Scheduled. This applies across Sites, Roaming Clients, Relays, Subnets, Users, and Collections.
Auth0 is a cloud-based identity and access management platform providing authentication, authorization, and user management solutions for applications.
Auth0 GA'd a unified Flexible Password Policy for database connections and extended Custom Prompts data capture to Social and Enterprise connections.
└──▷ WHAT SHIPPED ·
2 FEATURES1 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Flexible Password Policy for database connectionsbreaking95how completely this was documenteddepth35/40specificity30/30actionability30/3095 / 100
Adds an options.password_options object to database connections, replacing the legacy fields passwordPolicy, password_complexity_options, password_history, password_no_personal_info, and password_dictionary with granular controls for password composition, history, dictionary blocking (10,000- or 100,000-word lists plus custom entries), and profile-data blocking. It's configurable via the Auth0 Dashboard under Authentication > Database > [your connection] > Authentication Methods > Password, or through the Management API. New database connections created from July 2026 onward default to Flexible Password Policy — minimum password length of 15, no required character types, no legacy fields — regardless of whether the connection is created via Dashboard, Management API, Deploy CLI, Terraform, or an Auth0 SDK. As a breaking change, PATCH /api/v2/connections/{id} now returns 400 invalid_body if the request body includes both password_options and any legacy password field, so automations that read-then-write connections with legacy fields appended must be updated to send only password_options.
Custom Prompts extended to Social and Enterprise connectionsimproved58how completely this was documenteddepth22/40specificity18/30actionability18/3058 / 100
Custom Prompts — the custom signup/login fields and consent checkboxes configured in Universal Login — now capture data on Social and Enterprise connections in addition to database and passwordless connections, with no configuration changes required. Existing setups are reviewable under Branding → Universal Login → Enhance screens with partials, or via the Management API.
PATCH /api/v2/connections/{id} returns 400 invalid_body if the request body includes both password_options and legacy password fields (passwordPolicy, password_complexity_options, password_history, password_no_personal_info, password_dictionary). Automations that read a connection and write it back with legacy fields appended must be updated to send only password_options.
!
New database connections created from July 2026 default to Flexible Password Policy (minimum length 15, no required character types) rather than legacy password policy defaults. Automations that create connections without specifying a password configuration will receive these new defaults instead of the previous legacy behavior.
CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting. It supports 150+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.
CISO Assistant v3.21.1 adds HTTP transport to its aggregated 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. architecture, extends framework coverage with CyFun2025 and ISO27001 mapping, and ships smaller improvements across TPRMTPRMAssessing and monitoring the security risk an organization takes on through its vendors, suppliers and service providers. It covers the questionnaires, evidence and continuous checks behind letting a third party hold your data., evidence filtering, assessments and approvals.
└──▷ WHAT SHIPPED ·
8 FEATURES0 OF 8 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
HTTP transport for aggregated MCPnew55how completely this was documenteddepth25/40specificity20/30actionability10/3055 / 100
CISO Assistant's aggregated 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.) architecture now supports http transport, expanding AI coverage and reducing token usage on context in agentic workflows.
— names the transport but gives no config or usage stepsv3.21.1
0200
Library validation tool check_library_v2.pynew50how completely this was documenteddepth10/40specificity20/30actionability20/3050 / 100
Adds check_library_v2.py tool for library validation.
— named runnable script but no usage instructions givenv3.21.1
0300
CyFun2025 and ISO27001 framework mappingnew45how completely this was documenteddepth15/40specificity20/30actionability10/3045 / 100
Adds CyFun2025 and ISO27001 framework mapping to the library (lib), extending automatic control mapping coverage.
— names frameworks but not mapping mechanismv3.21.1
0400
Unassigned evidence filternew45how completely this was documenteddepth15/40specificity15/30actionability15/3045 / 100
Adds an assignee null option to the evidences filters list, allowing filtering for unassigned evidence items.
— clear filter option with obvious UI locationv3.21.1
0500
Audit link modes in TPRM wizardnew40how completely this was documenteddepth15/40specificity15/30actionability10/3040 / 100
Adds audit link mode options in the TPRM data wizard for entity configuration, giving different linking modes when setting up third-party audits.
Daytona is a development environment platform that enables standardized, reproducible coding spaces for teams and AI agents.
Daytona shipped two SDK/API improvements this window: a lifecycle-aware filter for querying sandboxes by destruction time, and structured, typed error responses in the SDK.
└──▷ WHAT SHIPPED ·
2 FEATURES0 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
autoDestroyAt filter on sandbox list endpointnew60how completely this was documenteddepth25/40specificity20/30actionability15/3060 / 100
The sandbox list endpoint now supports an autoDestroyAt range filter, enabling lifecycle-aware queries that scope results by scheduled destruction time.
— Names the filter but not exact endpoint path or methodsnapshot-20260817
thinner coverage below
0200
Typed SDK error codesnew50how completely this was documenteddepth25/40specificity15/30actionability10/3050 / 100
The SDK now returns structured error responses with typed error codes, giving programmatic access to failure reasons instead of requiring raw HTTP status parsing.
— Describes mechanism but no code example or field namessnapshot-20260817
Hermes shipped a wide config and integration expansion this window: personal AGENTS.override.md files, several 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. protocol hardening and metadata changes, a new lean compaction mode and subagent delegation routing, expanded CUA driver health/permissions tooling, and a key_cmd credential-sourcing mechanism with matching plugin SDK exports.
└──▷ WHAT SHIPPED ·
16 FEATURES0 OF 16 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
tail_mode compaction controlnew90how completely this was documenteddepth35/40specificity30/30actionability25/3090 / 100
Adds tail_mode config key with legacy (0.20× window verbatim tail) and lean (clamped 2.5% tail, 10K–25K tokens, with digests, anchor index, and session_search recovery pointers) modes; lean yields roughly 3× fewer retained tokens after compaction.
— Exact config key, both modes, and quantified token reduction.product docs
0200
CUA driver health checks, permissions, and browser authorizationnew90how completely this was documenteddepth30/40specificity30/30actionability30/3090 / 100
Adds doctor [--include CHECK] [--skip CHECK] [--json] to run cua-driver's health report, permissions status [--json] and permissions grant to report and request macOS Accessibility and Screen Recording grants, and hermes computer-use status to surface when cua-driver repair is required. Supports the HERMES_CUA_DRIVER_CMD environment variable to pin a custom cua-driver binary that Hermes never replaces during auto-repair, and --capability-manifest/--approve-capability-manifest flags in bounded mode; cua-driver skills install now auto-detects Hermes and links Cua's skill pack into the Hermes skills directory. A user-facing authorization flow was also added for cua-driver browser attachment in computer-use mode.
— Enumerates every named command, flag, and env var, all runnable.v2026.8.16
0300
key_cmd credential sourcing for providersnew90how completely this was documenteddepth35/40specificity25/30actionability30/3090 / 100
Adds key_cmd credential source to provider config, letting operators specify a shell command that prints a short-lived token instead of storing a static key — output can be a bare token or JSON with access_token and optional expires_in fields; the token is cached until near expiry.
Use a short-lived SSOSSOSingle sign-on, using one identity provider to sign in to multiple applications. It reduces separate passwords and centralizes account and access management. token for an enterprise gateway without storing a static key in .env — the command runs once per token lifetime and the fresh bearer is used on every request.
— Exact config key, field names, and a runnable YAML example.v2026.8.16
0400
delegation.* subagent model routingnew75how completely this was documenteddepth30/40specificity25/30actionability20/3075 / 100
Adds a delegation.* config section for subagent model routing: the entry key controls which provider, model, and credentials subagents inherit, with inherit meaning 'use the parent agent's settings'; settings persist to delegation.* rather than auxiliary.* because subagents are full child agents.
— Names exact config keys and their semantics.product docs
0500
CLI multiline input and scrollback config keysnew75how completely this was documenteddepth25/40specificity25/30actionability25/3075 / 100
Adds cli_multiline_shortcuts config key to enable Ctrl+J, \ + Enter, and Shift+Enter as newline-insert shortcuts in the CLI (false restores legacy Ctrl+J submit behavior), and cli_rebuild_scrollback_on_redraw to issue a CSICSIAn ambiguous acronym spanning Container Storage Interface, Crime Scene Investigation, and other expansions — without more context about which domain this tool operates in, a reliable definition cannot be given. 3J wipe of terminal scrollback on /redraw, Ctrl+L, or resize recovery — useful when a terminal or tmux stack stamps stale prompt chrome into scrollback on maximize/restore.
— Both exact config keys and their triggers named.product docs
0600
Plugin SDK exports for capability config panelsnew75how completely this was documenteddepth25/40specificity30/30actionability20/3075 / 100
Exports McpTab, ToolsetConfigPanel, and HermesGateway types from @hermes/plugin-sdk, plus a host.getGateway() method returning the live $gateway instance, so desktop plugins can render full credential, OAuth, and MCP server configuration panels matching Settings → Capabilities.
— Names exact exported types and method for plugin authors.v2026.8.16
0700
Personal AGENTS.override.md context filesnew70how completely this was documenteddepth25/40specificity20/30actionability25/3070 / 100
Adds support for an AGENTS.override.md file placed next to a committed AGENTS.md; when present it is loaded instead of the tracked file, intended to be gitignored so individuals can keep personal agent instructions without modifying the shared file.
Keep personal agent instructions that differ from the team's committed AGENTS.md without touching the tracked file.
— Names exact file and gitignore workflow with a runnable example.product docs
0800
UTF-16 file auto-transcoding for display and editsimproved70how completely this was documenteddepth30/40specificity25/30actionability15/3070 / 100
UTF-16 files (detected via BOMBOMA Bill of Materials listing every component, library, and dependency in a software project; cyber tools use it to track what is in a codebase and flag known-vulnerable components quickly. or byte-pattern heuristic, either endianness — covering Windows Notepad files and PowerShell redirects) are transcoded to UTF-8 for display instead of being refused as binary, with a hint disclosing the conversion; edits via write_file re-encode as UTF-8, while files over 10 MB and genuinely binary files still receive the binary-file refusal.
— Names detection method, size limit, and the write_file behavior.product docs
0900
MCP server suggestion pills in composernew65how completely this was documenteddepth25/40specificity25/30actionability15/3065 / 100
MCP server manifests can now include a suggest block with keywords and hosts lists that trigger one-click Add <server> pills in the Desktop app composer when a matching word or hostname appears in a draft.
— Names the manifest field and trigger fields but no runnable command.product docs
1000
MCP `_meta` field passthroughnew65how completely this was documenteddepth30/40specificity25/30actionability10/3065 / 100
Surfaces vendor _meta mappings (e.g. com.example/handoff) from MCP tool results to the model, while dropping protocol-reserved keys under modelcontextprotocol and mcp prefixes (e.g. modelcontextprotocol.io/..., tools.mcp.com/...); omits _meta entirely when no model-facing keys remain.
— Exact key patterns named but passive, no user action.product docs
1100
Unicode TAG character stripping from MCP resultsnew60how completely this was documenteddepth30/40specificity25/30actionability5/3060 / 100
Strips invisible Unicode TAG characters in the U+E0000–U+E007F range from MCP tool results, resource content, and tool descriptions to block prompt-injectionprompt-injectionAn attack where text the model reads, such as a web page, file or tool result, carries instructions that override the user's. It is the main security risk for agents with tools. smuggling, while preserving legitimate emoji tag sequences such as regional flags.
— Precise range and rationale given but it's an automatic, non-actionable fix.product docs
1200
Interactive session picker with search and resumenew60how completely this was documenteddepth25/40specificity20/30actionability15/3060 / 100
Adds an interactive session picker with search, resume, lifecycle status tags (done, intr, err, empty), message counts, and delete-with-confirmation.
— Named status tags but reached via UI, not a command.product docs
thinner coverage below
1300
GitHub routed through github-auth skill instead of MCP catalogimproved50how completely this was documenteddepth20/40specificity20/30actionability10/3050 / 100
GitHub is intentionally excluded from the MCP hosted catalog; Desktop instead offers the github-auth skill when gh is not signed in, routing through bundled github/* skills that drive the gh CLI.
— Names the skill and CLI dependency but limited mechanism detail.product docs
1400
Signal-kill exit annotations for terminal commandsimproved50how completely this was documenteddepth25/40specificity20/30actionability5/3050 / 100
Terminal commands killed by a signal now carry a human-readable annotation in the result — e.g. exit code -9/137 becomes 'terminated by signal 9: SIGKILL — often the kernel OOMOOMAn out-of-memory condition: a program requests more memory than the system or device can provide. The allocation fails or the operating system may stop the process. killer on memory exhaustion, or an explicit kill -9'; segfaults, aborts, SIGTERM, broken pipes, and CPUCPUThe main general-purpose processor in a computer. It runs application instructions and coordinates work with memory and other hardware./file-size limit signals are labeled the same way.
— Concrete examples of exit codes but no user action required.product docs
1500
Multi-source agent support in desktop appnew35how completely this was documenteddepth15/40specificity15/30actionability5/3035 / 100
Adds multi-source agent support to the desktop app — sockets, roster, SDK, and fan-out updates are now handled end-to-end.
— Names the sources but no mechanism or usage detail.v2026.8.16
1600
Desktop turn observability improvementsimproved35how completely this was documenteddepth15/40specificity15/30actionability5/3035 / 100
Shows per-turn wall-clock duration in the desktop transcript and adds INFO log records for 'prompt accepted / turn finished' on the Desktop/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. turn path.
— Thin logging additions with no configuration surface.v2026.8.16
Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Ollama v0.32.14 adds WebP image support for vision models and fixes a crash when Qwen receives system messages mid-conversation.
└──▷ WHAT SHIPPED ·
2 FEATURES0 OF 2 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0100
WebP image transcoding for vision modelsnew53how completely this was documenteddepth25/40specificity18/30actionability10/3053 / 100
Ollama automatically transcodes WebP image payloads to PNG before forwarding them to llama-server, extending vision model support beyond the existing JPG and PNG formats.
— Explains mechanism and formats but no config or flag givenv0.32.14
0200
Non-leading system messages in Qwen rendererimproved53how completely this was documenteddepth25/40specificity20/30actionability8/3053 / 100
The Qwen renderer now passes non-leading system messages through the raw ChatML path instead of returning an HTTP 500, allowing coding clients that inject runtime system prompts mid-conversation to function correctly.
— Names the bug, error code, and mechanism, but no direct user actionv0.32.14
A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
AI-Infra-Guard v4.5.2 adds passive fingerprinting for popular vector databasesvector databasesA database built to store embeddings and find the nearest ones to a query quickly. It is the retrieval half of most RAG systems., kicks off a new jailbreak research track, and ships a breaking refactor of its agent red-team mutation engine.
└──▷ WHAT SHIPPED ·
4 FEATURES1 OF 4 FEATURESmost completely described firstwhat's the number?
Each feature carries 0–100 for how completely the vendor documented
it — not how big or important the work is. A major capability
described in eight words scores low, and that is the finding.
depth0–40what it does and how it works or what changed
specificity0–30names real surfaces — APIs, flags, formats, limits, numbers
actionability0–30enough to go use it — a named endpoint, flag, or config key tops this; a UI path is a starting point
Code and config rank first by construction: a documented endpoint,
flag or config key scores at the top of specificity and actionability,
so it sorts above a feature described only in prose. Under
60 the notes go thin — everything below the “thinner
coverage” line is thinner documentation, not smaller work.
Hover any meter for that feature's three sub-scores.
0101
Mutation engine refactor merges workflow-attack into mutation-attackbreaking65how completely this was documenteddepth25/40specificity25/30actionability15/3065 / 100
Upgrades the aig-agent-redteam skill to v5.0.0 with a refactored mutation engine that merges workflow-attack into mutation-attack for consolidated adversarial testing. This is a breaking change: any automation or config referencing workflow-attack as a separate attack mode will need to be updated.
— Names skill, version and exact attack modes affectedv4.5.2
thinner coverage below
0200
GET-only fingerprints for Qdrant, Chroma, Weaviatenew43how completely this was documenteddepth15/40specificity20/30actionability8/3043 / 100
Adds GET-only fingerprints for Qdrant, Chroma, and Weaviate to the fingerprint library, enabling passive identification of these vector databases.
— Names three products but no scan command shownv4.5.2
0300
New AIG detection rulesnew15how completely this was documenteddepth5/40specificity10/30actionability0/3015 / 100
Adds new AIG detection rules dated 2026-07-31.
— No description of rule content or coveragev4.5.2
0400
SkillJack research projectnew10how completely this was documenteddepth5/40specificity5/30actionability0/3010 / 100
Introduces the SkillJack research project, expanding the platform's AI security research surface.
— Bare mention with no detail on scope or usev4.5.2
└──▷ BREAKING ON UPGRADE
!
The aig-agent-redteam skill's workflow-attack has been merged into mutation-attack; any automation or config referencing workflow-attack as a separate attack mode will need to be updated.