The Cyber Toolchain — issue 026, July 26, 2026

A library for creating, reading and editing PE files and .NET modules.

AsmResolver v6.0.1 adds CustomMarshalDescriptor.MarshalTypeName, AOT-compatible attributes, and a virtual ProbeDirectory hook.

$ git clone --branch v6.0.1 https://github.com/Washi1337/AsmResolver.git
# already have the repo? check out this version:
$ git checkout v6.0.1

3 details in Everything

Rapid spam filtering system.

Rspamd 4.1.3 adds fuzzy diagnostics API, ClickHouse fuzzy exports, per-hash introspection, and a local-network request block for lua_http.

$ git clone --branch 4.1.3 https://github.com/rspamd/rspamd.git
# already have the repo? check out this version:
$ git checkout 4.1.3

$ rspamadm control fuzzyhash <hash>

local results = task:get_fuzzy_results()
for _, r in ipairs(results) do
  rspamd_logger.infox(task, 'fuzzy match: rule=%s prob=%s', r.rule, r.probability)
end

# In rspamd lua_http call options:
local ret, code, body = rspamd_http.request({
  url = url,
  task = task,
  forbid_local = true,
})

4 details in Everything

Progress ShareFile is a cloud-based file sharing and storage platform enabling businesses to securely send, receive, and manage documents and client communications.

ShareFile adds a Tasks Workspace for centralized management of Request Lists and Forms across all projects.

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Run applications through VPN tunnels with temporary network namespaces

vopono 0.10.19 adds SSH dynamic proxy tunneling with killswitch and improves WireGuardWireGuardA modern VPN protocol and Linux kernel module, maintained as an open-source project, that establishes encrypted tunnels using minimal code and fast cryptography, giving cyber tools a lightweight, high-performance transport layer./AmneziaWG custom config compatibility.

$ git clone --branch 0.10.19 https://github.com/jamesmcm/vopono.git
# already have the repo? check out this version:
$ git checkout 0.10.19

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RegScale is a compliance operations platform that automates and continuously monitors regulatory compliance, security controls, and risk management for organizations.

RegScale 6.32.3.0 adds an Asset Scanning Tool De-Duplication option for administrators to control duplicate finding consolidation.

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Ollama v0.32.4 adds Laguna MLXMLXApple's machine-learning framework for Apple silicon, which uses the unified memory shared by CPU and GPU to run and fine-tune models on a Mac. support with memory-resident models, agent skill permissions, and better speculative-decoding quantizationquantizationStoring a model's weights at lower numeric precision, such as 8 or 4 bits instead of 16, so it needs less memory and runs faster. It trades a small amount of accuracy for fitting on smaller hardware..

$ git clone --branch v0.32.4 https://github.com/ollama/ollama.git
# already have the repo? check out this version:
$ git checkout v0.32.4

5 details in Everything