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Introduction to Goroutines in Web Servers Goroutines are the backbone of Go’s concurrency model, acting as lightweight threads managed by the Go run…
There is a moment in every AI-assisted project where the repo gets too big to paste. Most people solve it by pasting more. The context window is hug…
You open a new agent session for a task that touches three existing modules. You point it at the repo and say "read the relevant files first." It re…
You hand the agent a context pack: a map of the codebase, the relevant files, the architecture notes, the recent diff. It looks great. The agent rea…
The most useful guardrail I've added to my agentic coding workflow isn't a better model, a longer context window, or a fancier system prompt. It's a…
I opened CLAUDE.md last week to ask an agent to fix a payments bug, and the first section described a folder layout we refactored away three sprints…
The reflex The instinct is understandable. The agent is about to change a shared utility, so you attach utils.ts , then its test, then the three cal…
Introduction Many developers use Claude Code and look for ways to reduce token consumption by using skills and external tools. But what if I told yo…
Introduction Lately, discussions around token optimization in Claude Code have focused primarily on skills, external tools, and optimizing CLAUDE.md…
If you run a RAG system in production, you eventually hit a dilemma that has nothing to do with your model and everything to do with your cache. Cac…
Title: The Constraint That Made Me Better: On Working Within Context Limits If you've been throwing everything into your AI prompts lately—full code…