KB-AI — knowledge base on AI
Notes on AI models, tools, agents, coding assistants, concepts, and how AI changes software work. The AI landscape changes fast, so each note can be out of date: check the flags below before relying on one.
Folders
| Folder | Notes | Scope |
|---|---|---|
| ai-models | 144 | Model cards and vendor series: language, open-weight, image, video, audio, vision and embedding models, plus provider and benchmark overviews. |
| ai-coding | 160 | AI coding assistants, IDEs and CLIs (tools/), coding rules and spec-driven workflows (ai-coding-rules/), and coding-workflow concepts. |
| ai-agentic-systems | 85 | Agent frameworks, SDKs and platforms, plus protocols and standards (MCP, A2A, AGENTS.md). |
| ai-assistant | 16 | Personal and always-on AI assistants, including the Claw family. |
| ai-automation | 20 | Workflow automation and RPA platforms. |
| ai-browsers | 14 | AI browsers and browser agents. |
| ai-prompt-engineering | 25 (+181 Fabric patterns) | Prompting techniques, context engineering, and the Fabric prompt library. |
| ai-memory | 23 | Agent memory, retrieval-augmented generation, knowledge graphs. |
| ai-search | 6 | AI search engines and search APIs. |
| ai-infrastructure | 61 | Inference, serving, MLOps, evals and observability, gateways, sandboxes and orchestration. |
| ai-concepts | 56 | Theory and fundamentals, glossary, regulation and policy. |
| ai-tooling | 48 | General AI tool references that fit no other folder, including MCP servers and IDE integrations. |
| ai-audio | 10 | Speech, music and voice tools, including voice assistants. |
| ai-slides | 16 | Presentation and video-creation tools. |
| ai-software-engineering | 22 | Methods for using AI across the software development lifecycle. |
| ai-learning | 23 | Courses, certifications, communities and events for learning AI. |
| ai-business-impact-future-society | 8 | Economic, labour and societal impact of AI, and forecasts. |
| robotics | 5 | Physical AI, humanoids and robotics platforms. |
| business | 35 | Non-AI business tooling: community platforms, support tools and marketing. |
| Z_stubs | 2 | Incomplete notes awaiting completion or placement. |
Reading the flags
- (discontinued), (superseded), (acquired), (corrected): the note has a
lifecycle:field and a banner at the top saying what changed and when it was verified. - (draft):
statusis DRAFT, stub or WIP: incomplete. - A
verified:date in frontmatter means the product status was web-checked on that date. Notes without it may be stale.
Maintenance
- kb-ai-moc: live queries for drafts, stale and unshared notes.
- KB-AI-STRUCTURE: where each kind of note belongs.
- KB-AI-AUDIT-2026-09: findings, verified facts (Appendix A) and open items.