Author
Software Engineer · AI Builder · Writer · Expedia Group
Software engineer writing about AI, Claude Code, LLMs, OpenAI, Anthropic, and developer tooling. 168 articles on AI engineering, production systems, and the tools shaping modern development. 5+ years at Expedia Group, Tekion, and BYJU'S.
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How to review AI-written code you don't fully understand: sort changes into 3 risk tiers by path. In my repo 54% needed no human read. Here is the routing.
Is document.currentScript inline rendering safe for SEO? I measured what rendered, raw-HTML and Markdown readers see, plus CLS and the cost of 1,000 scripts.
Build an observability knowledge graph for incident RCA: Netflix's ontology, a runnable RDF + SHACL demo, and the 42-second query where toy graphs break.
How to send data between phones using sound with 16-ary FSK at 50 ms per symbol. A ball is a 600 ms frame, and CRC-8 drops a bad one.
How to audit an LLM judge in six steps: catch right-verdict, wrong-reason errors and set a mean-minus-2σ drift floor, using Netflix's rubric loop.
Database per tenant on Cloudflare D1: the idempotent create flow, 30-second heartbeats and 1-second rollups that keep Postgres off the query path.