The Portfolio That Proves You Can Build AI Systems
A practical guide to building an AI engineering portfolio that demonstrates system judgment, operational tradeoffs, and production readiness without relying on flashy demos.
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Long-form AI engineering articles for systems, workflows, architecture, and production decisions.
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Aug 8, 2026latest update
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Developer Workflow
5 articles found
Developer Workflow
5 articlesAgent-Readable Documentation and Context Packs
Design a markdown-first documentation context package with llms.txt, source ownership, freshness rules, exclusions, and eval questions so agents can use docs without treating the whole site as context.
AGENTS.md and the Repository Control Plane for Coding Agents
Repository instruction files are becoming the control plane for AI-assisted coding: a short AGENTS.md map, deep docs as the system of record, and task-specific specs for execution.
Spec-Driven AI-Assisted Coding and Agent Control
Spec-driven AI-assisted coding treats specifications as execution contracts, constraining agent behavior for predictable, production-grade outcomes.
AI-Assisted Coding and Emerging Software Engineering Trends
Explore emerging trends in software engineering, AI-assisted tools, and a step-by-step guide to setting up a private AI coding environment.