Log

Change Log — sw30labs Wiki

All significant additions and updates to the knowledge base.

2026-04-11

Bootstrap: Created wiki schema and directory structure for sw30labs organization. Initialized with taxonomy covering AI security, OSCAL compliance, agentic frameworks, local inference (MLX), and developer tools. Established tag whitelist, freshness thresholds (90 days), and voice guidelines (concise, technical, present tense, practitioner-oriented).

• Created: SCHEMA.md, Index.md, Log.md
• Created: raw/, wiki/ai-security/, wiki/oscal-compliance/, wiki/agentic-frameworks/, wiki/local-inference-mlx/, wiki/developer-tools/

Bulk Ingest (23 repositories): Cloned and ingested all 23 public repos from github.com/sw30labs. Created 23 raw stubs and 5 category wiki pages. Updated Index.md and Home.md.

• Stubs created (23): tslit, pentest-regulatory-intel, strixresearch, agentic-ai-pentesting, oscal-agent-guardrails, oscal-digital-twin-playground, oscal-zero-trust-lens, oscal-agent-lab, oscal-cac-playgd, agent-stack, deepagent-azure-cli, n8n2langraph, sst-autoresearch, projectpulse, tars-ai, screenlens, qwenbench-mlx, mlx-distillation-explained, local-mlx-responsesAPI-server, audiobook-generator, qwen3-vl-python-ocr-script-mlx, mlx-youtubescribe, gitnexus-fleet
• Wiki pages created (5): ai-security-pentesting, oscal-compliance, agentic-frameworks, local-inference-mlx, developer-tools
• Contradictions surfaced: 0
• Index.md updated: yes
• Home.md updated: yes

2026-04-11 — Incremental Update (wiki-curator first run)

Result: No changes required. All 23 repos pulled — all already up to date. Change detection confirms:

• 23/23 GitHub repos cloned and stubbed
• 5/5 category wiki pages present and indexed
• 0 new repos, 0 updated repos, 0 stale pages, 0 orphan stubs, 0 unindexed pages

Observations for next run:

• 2 repos inactive >90 days: TSLIT (last commit 2025-12-05), N8n2langraph (2025-11-29) — will trigger stale-page warnings after next freshness check
• Most active repos: projectpulse (Apr 10), sst-autoresearch (Apr 9), screenlens (Apr 8)
• Tag qwen appears in 4+ stubs but is not in SCHEMA whitelist — consider adding
• MLX-YouTubeScribe uses both chromadb and langgraph but isn't cross-referenced with pentest-regulatory-intel (also uses both)

2026-04-11 — Articles Timeline Integration

Articles Ingest (22 published articles): Cloned github.com/sw30labs/articles-published and created article stubs + timeline page. Articles span 2023-04-23 to 2026-03-08 across all 5 wiki categories.

• Stubs created (22): revolutionizing-cyber-risk-advisory-ai, safeguarding-datasets-llm-era, transforming-crypto-mining-hardware, ai-generated-code-zero-trust, digital-twins-incident-response, asics-dethrone-gpus-llm, osi-model-natural-language-layer, ai-supply-chain-governance, asics-vs-gpus-grid, custom-silicon-gpt-story, rise-agentic-security, agentic-pentesting-layer7, 72-hour-civilization-agents, oscal-phantom-compliance, agentic-pipeline-code-optional, automated-ai-news-workflow, intelligence-event-horizon, understanding-agent-security-analogies, ai-agent-security-governance, one-person-conglomerate-reality, best-ai-unrestricted-access, zero-trust-ai-coding-boom
• Wiki pages created (1): articles-timeline (wiki/articles/timeline.md)
• Category pages updated (5): ai-security-pentesting (+11 articles), oscal-compliance (+2), agentic-frameworks (+4), local-inference-mlx (+4), developer-tools (+1)
• Index.md updated: yes — added Published Articles section
• Contradictions surfaced: 0