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What if your AI agents behaved less like isolated chatbots and more like a team of specialists that....


I run SaaS products for German golf clubs. Solo founder. 85 containers, 24 databases, one server. No...


Challenge #3 is done — here's my solution to Challenge 3 - Visual Testing with API Mocking ...


Automation has traditionally meant record and replay. That built an entire industry, and a...


A corrupt video that every tool called valid, a backup that stopped running while its timer looked h...


OpenAI has joined NVIDIA's Open Weights and American AI Leadership initiative, an industry-backed...


Building a resume platform before replying to a recruiter sounded absurd. The rational move is an.....


On 11 June I wrote a program to find contract manufacturers for a supplements brand launching in...


Why network timeouts must not be classified as failed actions in agent systems, and how to build a d...


AI visibility may begin forming before a topic registers meaningful keyword demand. As AI-powered...


OpenAI is expanding its inference infrastructure through a multi-year partnership with Cerebras,...


Your AI coding agent is sandboxed for good reason — but that means you can't say "yes, just run it" ...


I got laid off, and my monthly revenue went to zero overnight. All I had left was a handful of...


Last month a client sent me a folder of 340 employee onboarding PDFs and asked me to "black out the....


From Obsidian vault to a system that ingests, distills, retrieves, and evolves itself: long-term mem...


Every major assistant now ships some version of scheduled prompts. You write "every Monday at 9am,.....


Six weeks of running ~15 Claude Code sessions across two machines, and the three things that actuall...


Every Sunday at 6:00 AM, my backup job ran, logged no changes, and exited 0. For three weeks straigh...


A citation rule enforced in code, not in the prompt: no knowledge-base entry, no reply. Twelve real ...


85 containers. 24 PostgreSQL databases. 67 domains. 232 cron jobs. One developer. 120 EUR/month in.....


Introduction I run a site that publishes vulnerability write-ups. Every day a script pulls...


I built a research agent that has to quote its sources, and a gate — plain code, no model involved —...


A client-onboarding workflow that reported success while writing every file two directories deeper t...


Birinci bölümde bir haber sitesinin yayın akışını ajana devrettiğimi yazmıştım. O yazıdan sonra...