
Unix Philosophy, Named by the Document You Quote
The Unix philosophy is four 1978 rules for small tools, not one slogan. Name the document you quote, then use those rules when you build with agents and tools.
Explore the technologies driving the AI shift, from large language models to autonomous agents, and how they are changing how software is built and businesses operate.
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Weekly AI insights for builders, founders, and operators.
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The Unix philosophy is four 1978 rules for small tools, not one slogan. Name the document you quote, then use those rules when you build with agents and tools.

Retrieval-augmented generation (RAG) pairs a frozen language model's parametric memory with a retrievable non-parametric corpus.

Voluntary NIST AI 100-1 guidance (26 January 2023). Map GOVERN, MAP, MEASURE, and MANAGE to owners, evidence, and cadence.

Buyer and implementation guide for ChatGPT Enterprise: controls, SSO/SCIM, residency, HIPAA boundary, and a 12-step rollout.

Run a local LLM on hardware you control. Covers privacy vs offline, VRAM tiers, Q4_K_M, Ollama vs vLLM, and TCO as utilization rather than one crossover.

Run enterprise AI as a Fund, Defer, or Kill portfolio. Covers operating models, platform layers, shadow AI, and conflicting ROI numbers.

AI governance is named owners, written policy, risk-tiered approvals, a living inventory, and a review cadence that continues after go-live.

Prompt engineering is how you spec, evaluate, and version LLM behavior in production. Covers CoT caveats, prompt injection, and when RAG or fine-tuning wins.

The OpenAI API is a billed HTTP developer product. This guide covers project keys, Responses vs Completions, model pinning, and 429s.

LLM observability records traces, quality scores, cost, and latency so you can explain a bad output and contain silent failures.

Retrieval-augmented generation (RAG) pairs a frozen language model's parametric memory with a retrievable non-parametric corpus.

The Unix philosophy is four 1978 rules for small tools, not one slogan. Name the document you quote, then use those rules when you build with agents and tools.

Voluntary NIST AI 100-1 guidance (26 January 2023). Map GOVERN, MAP, MEASURE, and MANAGE to owners, evidence, and cadence.

Buyer and implementation guide for ChatGPT Enterprise: controls, SSO/SCIM, residency, HIPAA boundary, and a 12-step rollout.

Run enterprise AI as a Fund, Defer, or Kill portfolio. Covers operating models, platform layers, shadow AI, and conflicting ROI numbers.

AI governance is named owners, written policy, risk-tiered approvals, a living inventory, and a review cadence that continues after go-live.

Prompt engineering is how you spec, evaluate, and version LLM behavior in production. Covers CoT caveats, prompt injection, and when RAG or fine-tuning wins.

Run a local LLM on hardware you control. Covers privacy vs offline, VRAM tiers, Q4_K_M, Ollama vs vLLM, and TCO as utilization rather than one crossover.

The OpenAI API is a billed HTTP developer product. This guide covers project keys, Responses vs Completions, model pinning, and 429s.

LLM observability records traces, quality scores, cost, and latency so you can explain a bad output and contain silent failures.