Thoughts, lessons, and things I find interesting along the way.
When to use the OpenAI Agents SDK vs the Responses API, where MCP fits, when Sandbox Agents make sense, and how to design safer agent workflows in 2026.
MCP vs A2A in 2026: learn what each AI agent layer does, where AGENTS.md fits, and how to design agent systems without protocol confusion.
How I built Site 4 That — a SaaS platform with 40+ AI tools for ADHD, relationships, productivity, and parenting using Next.js 15, Claude, and Stripe.
Most CLAUDE.md files try to do too much. Here is a modular approach using conditional rules, subagents, and hooks that keeps context lean and Claude focused.
Learn how React SPA monorepo CI/CD works with 7 validation gates, Playwright E2E testing, intelligent change detection, selective deploys, and staging-to-production release workflows.
Stop LLM API costs from spiraling. A practical guide to rate limiting, per-user token budgets, exact-match caching, and cost dashboards with a deployable open-source proxy.
Stop AI-generated code from reaching production unchecked. A practical framework for detection, policy-as-code, sandboxed execution, and risk-tiered review gates.
Learn how to build production-grade MCP servers that connect AI agents to your internal databases, APIs, and tools with proper security, validation, and deployment.
Why a serverless contact form backend built with AWS SAM, Lambda, DynamoDB, and SES beats traditional server setups on cost, security, and operational simplicity.
NIST has moved post-quantum cryptography into a real migration phase. Here's how IT teams should inventory, prioritize, and plan the transition.
Modern apps depend on APIs more than ever. Learn the API security practices that matter most for AI applications and SaaS integrations in 2026.
A practical Zero Trust guide for hybrid and multi-cloud environments, based on real implementation patterns and operational lessons.
Learn how AI coding agents work in 2026, why MCP matters, and how GitHub Agent HQ and Xcode are changing modern software development.
A practical guide to agentic AI security in 2026, including OWASP-aligned risks, guardrails, tool controls, logging, and deployment advice.
Ingress NGINX retires in March 2026. Here's how to evaluate your exposure, choose a migration path, and avoid breaking production traffic.
AI workloads put new pressure on Kubernetes networking and reliability. Learn what platform teams should change in 2026.
AI speeds up software delivery, but it also amplifies dependency and provenance risks. Here's how to modernize software supply chain security in 2026.
Ransomware is shifting from malware-heavy attacks to credential theft and session abuse. Here's what security teams should change in 2026.
Planning an enterprise passkeys rollout? Learn the best implementation strategies, UX considerations, recovery flows, and adoption tips for 2026.