I care about the internals of how coding agents actually use tokens, the quiet seconds a backend spends waiting on I/O, and the specific feeling of a pip install that Just Works. I ship things, then I write about what I learned while shipping them.
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tokburn · token cost analytics for Claude Code Parses local JSONL session logs, surfaces waste patterns, runs as a local FastAPI dashboard. Launch post hit 88K views on r/ClaudeCode. Featured in Awesome Claude Tools.
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constructure-rag · production RAG pipeline Hybrid retrieval (vector + BM25 + Reciprocal Rank Fusion) for construction docs. Sub-100ms retrieval, 30 pages/sec ingestion, full production hardening.
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lyzer-pr-review · multi-agent code review Four specialist agents (logic, readability, performance, security) running in parallel. OWASP-grounded, 60+ tests, full Prometheus/Grafana stack.
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mem0 contributor · 3 merged PRs to 40K★ project Fixed a graph memory cascade affecting multi-agent systems, resolved an AWS auth serialization flaw, shipped PEP 639 PyPI compliance.
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- I analyzed 38 Claude Code sessions. Only 0.6% of tokens were actual code output. — DEV.to · Mar 2026
- The same analysis, discussed with 30+ developers — r/ClaudeCode · 67K views
- TokBurn launch thread — LinkedIn · 4K impressions
backend python 3.12 fastapi async/await pydantic
ai systems rag qdrant ollama hybrid retrieval llm orchestration
infra docker postgres sqlite prometheus github actions
testing pytest integration testing coverage
📧 vishaallsv@gmail.com · 🌐 resume · 💼 linkedin · ✍️ dev.to
If you scroll past this line you've read further than any recruiter. The secret section is: there is no secret section. Go ship something.