Notes on agentic development.

Journal Answer-engine SEO starts with llms.txt you can actually version

Sep 15, 2026

Answer-engine SEO starts with llms.txt you can actually version

We cut agent failures 38% by treating llms.txt like code: retrieval rules, staged rollouts, and auditable versions.

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Journal Audit-proof AI isn’t “better prompts”—it’s kill-switches and traceability

Sep 14, 2026

Audit-proof AI isn’t “better prompts”—it’s kill-switches and traceability

We once watched a model drift break a finance workflow. The fix wasn’t tuning—it was deterministic logs, traceable versions, and instant rollback.

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Journal We killed WooCommerce checkout race conditions with boring, proven telemetry

Sep 13, 2026

We killed WooCommerce checkout race conditions with boring, proven telemetry

A Fortune 500 apparel checkout started double-charging—race conditions and permission drift hid until we instrumented every state change.

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Sep 12, 2026

llms.txt is API design: stop trusting crawlers to guess your meaning

The wrong excerpt isn’t a “SEO issue”—it’s a contract breach with crawlers. llms.txt fixes the contract by design.

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Sep 11, 2026

LLMs.txt isn’t SEO—stop writing it like marketing copy

We fixed an agent that hallucinated product terms by treating llms.txt as a build artifact, not a blog page.

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Sep 10, 2026

Don’t fragment until you can own the blast radius

If your team can’t define latency, tenancy, and rollback boundaries, microservices and agents will slow you down—not scale you.

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