// category archive
46 articles
When Claude starts opening files, clicking buttons, or firing off shell commands, the terminal window you used during prototyping vanishes the moment you need…
When I first tried to let Claude schedule my daily report, the CLI kept printing “thinking…” for minutes while the terminal was frozen. I…
When I first tried to cobble a Claude 3.5‑Sonnet “computer‑use” agent together with a simple CLI wrapper, the experience felt like driving a race car…
A production outage exposed why choosing Microservice vs Monolith matters for workflow automation. Discover trade‑offs and how to avoid costly latency in 2026.
When Claude starts asking for *read* or *write* permissions on your hard drive, the first thing you should feel is a spike of anxiety.…
Your feed stalls when a single profile lookup blocks scoring. Learn the real-time UGC scoring hook that cuts latency below 100 ms and adds safe…
A duplicated sensor event over‑charged a guest and flooded support. Master event‑driven hostel automation to ensure once delivery, services, observability.
When the store floor buzzes with customers, a kiosk that can *see* a product, *listen* to a shopper’s question, and *talk back* with a…
A stray duplicate Stripe webhook doubled a $12k charge. Master idempotent webhook handling to guarantee single‑shot outcomes and cut costly retries.
A sudden 502 surge proved my Go‑Redis webhook queue can drown under load. UGC webhook API with idempotent streams cuts latency and eliminates duplicate…
A mis-configured limiter throttled healthy traffic, showing the need for atomic cleanup and low latency. See a Go & Redis Lua design that runs…
What Is an AI Competitor-Monitoring Agent, Really? It’s tempting to think of this as “an AI that watches websites.” It’s more accurate — and…
GitHub: NileshRaut-code/Database-Ai-Agent The Problem: Simple Questions, Painful SQL Every backend developer knows this moment. Someone from sales or ops walks up and asks something…
If you just watched the video, you already know the punchline: I fell asleep at my desk, woke up, and my AI agent had…
Most “build an AI agent” tutorials show you a single API call with a clever prompt and call it a day. That’s not an…
Claude Fable 5.1 is built for long-running agents. Here is the exact Claude Code workflow I use, with copy-paste prompts, real benchmark numbers, and…
A 2‑am outage traced to three HTTP calls shows why early teams need speed. Monolith vs Microservices shows how a monolith slashes ops cost…