Building AI Agents That Actually Work — Patterns, Pitfalls, and Production Lessons
Most AI agents fail in production. Here are the architecture patterns, error handling strategies, and guardrails we use to build agents that actually ship.
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Page 9 of 29 · showing 12 of 337 articles.
Most AI agents fail in production. Here are the architecture patterns, error handling strategies, and guardrails we use to build agents that actually ship.
How we built a Git-to-Supabase content pipeline with SHA-256 delta sync, Edge Functions, and GitHub Actions. Full architecture and code walkthrough.
After 90 days of using Claude Code across our entire engineering team, here is what actually changed — the good, the bad, and the productivity numbers.
Claude Sonnet 4.6 matches Opus performance at Sonnet pricing. Full breakdown of benchmarks, features, adaptive thinking, and what it means for developers.
A step-by-step guide to deploying a production-ready AI chatbot with streaming responses, conversation memory, and rate limiting using Claude API and Vercel.
Developer tool UIs have converged into a boring monoculture. Here is why it happened, the anti-patterns killing your UX, and how to design dashboards developers actually love.
SOC 2 is not as scary as it sounds. Here is what engineering teams actually need to implement, the tools that automate 80% of it, and what to skip.
We benchmarked Supabase Edge Functions, Vercel Serverless, and Fly.io containers head-to-head. Here are the real cold start times, throughput, and costs.
Stop guessing which AI approach to use. This decision framework with real cost, latency, and accuracy comparisons helps you pick the right one every time.
The real story of going from solo freelancer to running a tech agency. Revenue, hiring mistakes, client nightmares, and the systems that finally made it work.
Galgotias University was removed from the India AI Impact Summit 2026 after presenting a Chinese-made Unitree Go2 robot dog as their own creation 'Orion.' The full story, the second drone scandal, and what this says about Indian tech education.
Trunk-based, Git Flow, GitHub Flow — we have tried them all. Here is the simple Git workflow that works for teams under 10 and the mistakes to avoid.