AK Adib Kadir

Field notes on enterprise AI
and the engineering factory

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#tool-brief

15 posts

  1. 01 repo tool-brief / engineering-factory Agent Skills: packaging what your org knows An Apache licensed spec for portable agent capabilities. The enterprise angle is that know-how stops being locked to one vendor's agent.
  2. 02 tool tool-brief / ai-for-employees Open weights walk in the front door of GitHub Copilot Kimi K2.7 Code is the first open weight model in Copilot's picker. The story is distribution, not benchmarks.
  3. 03 model tool-brief / engineering-factory MiniMax M3: judge it by the 24 hour run MiniMax's new flagship pairs a 1M token context with the metric that matters for agentic delivery: how long it stays coherent without a human.
  4. 04 repo tool-brief / ai-for-customers Astryx: Meta Makes the Design System the Agent Contract Meta's new open source design system calls itself agent ready. That phrase is the strategy: components as the guardrails agents build UI through.
  5. 05 tool tool-brief / ai-for-customers HubSpot AEO: An Incumbent Prices AI Search Visibility at $50 HubSpot now sells answer engine optimization as a standalone product. When an incumbent productizes a category at $50 a month, the category stops being exotic.
  6. 06 tool tool-brief / ai-for-employees TrueDoc: Document Fraud Detection for the Generative Era AI made convincing fake paystubs free to produce. TrueDoc is the countermeasure: ensemble detection for forged and AI-generated documents at intake.
  7. 07 repo tool-brief / engineering-factory OpenAI Shipped a Codex Plugin for Claude Code. Read the Signal. The official codex-plugin-cc repo lets Claude Code users run Codex reviews and delegate tasks. The interop matters more than the feature.
  8. 08 repo tool-brief / engineering-factory Graphify Turns Your Repo Into a Knowledge Graph Agents Can Query An open source skill that maps code, docs, and media into a queryable graph for coding agents. Context retrieval is the real constraint on agent quality.
  9. 09 tool tool-brief / engineering-factory TestMu's Browser Cloud Sells Real Browsers to AI Agents The company formerly known as LambdaTest now offers managed Chrome sessions as agent infrastructure. Verification capacity is becoming a line item.
  10. 10 tool tool-brief / product Articos and the synthetic user research bet AI user research in about 30 minutes with synthetic interviews and no recruitment. Fast and cheap, if you understand exactly what it cannot tell you.
  11. 11 repo tool-brief / trending-repos A joke repo just made the best point about token economics Caveman, a Claude Code skill that cuts about 65 percent of tokens by talking like a caveman, went viral. The punchline is a real budget line.
  12. 12 tool tool-brief / marketing GeoFide and the rise of Generative Engine Optimization A platform for getting your content cited by AI search engines. GEO is becoming a real channel, and most enterprise marketing teams have no owner for it.
  13. 13 model tool-brief / open-models GLM-5.2 and the open-weights step change for enterprise agents Z.ai's MIT-licensed flagship claims near-frontier agentic coding with a usable 1M-token context. The enterprise story is what this does to cost and data residency.
  14. 14 model tool-brief / video-generation Seedance 2.5 and what native 30-second video does to media cost structures ByteDance's new video model generates 30-second 4K clips in one pass with up to 50 reference inputs. That is aimed at the most expensive line items in a media P&L.
  15. 15 repo tool-brief / trending-repos Superpowers: agentic skills as an operating methodology A 245,000-star framework for giving coding agents reusable skills. The signal is that agent capability is becoming a managed artifact, like code.