
AI writing policy for engineers: the template and 5 checks
An AI writing policy for engineers works only if it governs accountability, not tool use. The five-line template, the mechanism behind it, five review checks.
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Software Engineer · AI Builder · Writer · Expedia Group
Software engineer writing about AI, Claude Code, LLMs, OpenAI, Anthropic, and developer tooling. 102 articles on AI engineering, production systems, and the tools shaping modern development. 5+ years at Expedia Group, Tekion, and BYJU'S.

An AI writing policy for engineers works only if it governs accountability, not tool use. The five-line template, the mechanism behind it, five review checks.

Remove Cloudflare beacon.min.js for good: the disable toggle hides behind adding your site to Web Analytics first, and no-transform is the stronger lever.

Your p99 got worse after a kernel upgrade and nothing else changed? That is an EEVDF latency regression. Meta cut p99 28% with a two-pool sched_ext policy.

How DNA wires a brain: a ~10B-bit genome must wire 100 trillion connections. The scheme that closes the gap in 300M bits, and why two simpler plans fail first.

A zero downtime database migration is five feature-flagged phases, not a cutover. P95 said 4x slower, P90 said 17x, and the comparison code took a region down.

Cloudflare Access for Workers checks requests before your code runs — no JWT validation. The three scopes, the local-dev config, and what it still misses.