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Pi Coding Agent is a minimal, open-source terminal coding harness that ships with four default tools...

Every API call feels like a simple transaction - until enough of them accumulate that your...

Most Claude Code sessions get slow and cluttered for the same reason: every exploratory grep, every...

Ollama is one of the easiest ways to run a local language model, but convenience can conceal the...

AI coding agents ship features fast, but specs, tests, and code quietly drift apart. This guide...

A dead-letter queue is the safety net that catches messages your consumers cannot process, so one...

A circuit breaker stops your Go service from hammering a failing dependency, preventing cascading...

Docker Compose and Podman Quadlet solve overlapping problems but come from different design centers,...

Running Hermes Agent on a headless server while connecting from a desktop client on another machine...

Docker Compose on a Linux server should start on boot, stop cleanly on shutdown, and survive reboots...

Installing Docker on Ubuntu should be simple, but in practice several Docker-shaped options compete...

Single-agent AI systems peaked in 2025 — you gave one LLM a prompt, some tools, and a goal, and it...

Two writes that should succeed together will eventually fail separately. Your order service saves the...

Go's context.Context is simple enough to use badly — and that is the problem. Most Go developers...

Decision records are the missing memory layer in AI-assisted software development. They capture not...

Testing concurrent Go code has always required a bit of discipline. Goroutines are cheap, channels...

Polling agents are one of the least glamorous parts of AI assistant architecture, but they are also...

The A2A Protocol, short for Agent2Agent Protocol, is an open standard for communication between...

AI agent architecture is starting to split into two layers. One layer is about giving an AI...

CQRS is one of those patterns that gets oversold, overcomplicated, and occasionally misdiagnosed as a...

LLM costs scale linearly with usage. A system processing 10,000 requests a day at $0.01 per request...

LLMs are unpredictable. They hallucinate, leak data, generate harmful content, or refuse legitimate...

Running a 70B parameter model to summarize a 200-word email is wasteful. Running a 3B model to review...

Single-model systems are simple. Multi-model systems are powerful. The challenge isn't choosing...