Stories by ankitg12

Æsh, Another Extensible SHell

AgentTrace: A Structured Logging Framework for Agent System Observability

Following the Scent

Information Foraging Theory [pdf]

Maximum Marginal Relevance and Elastic: Diversifying Search Results

Jump Lists in Depth

Building Async Log Collectors with Asyncio

SQLite in Production: Optimizing WAL Mode, Concurrency, and VFS Layers

Ponytail Skill for Claude Code: Does It Cut Tokens

Advanced Codeowners Patterns to Kill Review Fatigue

Exit Codes

Good CLI Design Is Mostly Silence

Git-for-Each-Ref

Solving Math and Physics Problems You Don't Know How to Solve

Machines will never understand language

Idempotency Fundamentals and API Guarantees

Overprint vs. Knockout

GitHub Spec Kit

Agent Harness Design for Claude

Design is compromise

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