Writing
Articles and field notes on AI systems, governance, decisions, architecture, compliance automation, and production AI. Practical writing from enterprise implementation experience.
Where Should Your Company Use AI? A Decision Framework
A practical framework for identifying AI opportunities worth pursuing, separating business problems from technology ideas, and deciding what should remain human before committing to production.
AI use case discoveryClaude Code MCP "Failed to Connect": Fix stdio, ENOENT, Timeout
Claude Code MCP server failed to connect? The error is a status, not a root cause. Diagnose pending approval, ENOENT, stdio startup, stdout corruption, timeouts, the 2026-07-28 protocol change, remote gateway failures, and secure database access boundaries in order.
Low-Latency AI Voice Pipelines with Modal, FastAPI, Postgres
modal fastapi voice agentFastAPI WebSocket 1006 in LLM Streaming: Why and How to Fix
FastAPI WebSocket closing with code 1006 during slow LLM generation? The problem is rarely a single timeout. Diagnose event-loop blocking, Uvicorn ping settings, proxy idle limits, and keepalive architecture correctly.
vLLM CUDA OOM at Startup? Two Bugs, Two Opposite Fixes
vLLM CUDA out of memoryTexas HB 149 vs the EU AI Act: What Engineers Must Build
Texas HB 149 and the EU AI Act are structurally different laws that create surprisingly similar engineering problems: AI inventory, CI/CD gates, evidence generation, and drift monitoring.
Why Production Debugging Made Me Choose Devin
How production debugging with HAIEC, Kestrel Voice, and llmverify changed my evaluation of AI coding agents, and why I chose Devin for delegated engineering work over Cursor, Claude Code, and GitHub Copilot.
AI coding agentsIs Your AI Pilot Production-Ready? 12 Checks Before You Ship
How to Recover a Stalled AI Pilot in 30 Days
The demo impressed everyone; six months later nothing has shipped. A structured 30-day plan to diagnose and recover a stalled AI pilot.
AI pilot recoveryHow to Implement Immutable Audit Trails for SOC 2 AI Compliance
Every SOC 2 audit asks you to prove your records were never altered. How to implement immutable audit trails for AI systems that hold up under scrutiny.
Is AI-Generated Frontend Code Hurting Your SEO?
SEO risk AI-assisted developmentHow to Build a Logging Pipeline That Meets EU AI Act Article 12
A regulator asks how your AI reached a decision six months ago. Can your logs answer? How to build an Article 12-compliant logging pipeline that holds up under audit.
What Is llms.txt? Why Every AI-Ready Website Should Publish It
A builder's case for llms.txt, llms-full.txt, and the emerging agentic web with evidence, implementation templates, and a real retrieval case study.
what is llms.txtHIPAA Compliant AI for New York Healthcare: 2026 Guide
Learn essential requirements for HIPAA compliant AI in New York healthcare. Ensure your AI systems safeguard patient information effectively.
Legal Document Automation for New York Law Firms in 2026
legal document automationHAIEC: A Modular AI Governance Framework Explained
A modular AI governance platform built for EU AI Act, NIST AI RMF, and ISO 42001 compliance. Four core modules: Compliance Engine, Red Audit Kit, Precision Drift Detection, and LegacyShift.