Stories from the gateway
Guides
Automating Code Review With LLMs Without Drowning in Noise
Automated review fails on precision, not capability. How to budget comments, give the model the context a diff omits, and measure whether anyone is acting on the output.
· 9 min read
Guides
Building a Chatbot From Scratch: The Parts Nobody Mentions
The model call is twenty lines. The other ninety percent is conversation state, idempotency, abuse limits and knowing when a reply was wrong. A build order that works.
· 9 min readGuides
Choosing an AI Provider: The Questions to Ask
· 9 min readGuides
Cline Setup Guide: Pointing It at a Custom Endpoint
· 8 min readGuides
Continue.dev Setup: config.yaml for a Custom Endpoint
· 8 min read
Guides
Debugging LLM API Errors, Status Code by Status Code
· 9 min readGuides
Generating Commit Messages That Are Actually Useful
· 8 min read
Guides
Generating Documentation With LLMs That Is Worth Reading
· 9 min read
Guides
Generating SQL Safely: Least Privilege Beats Better Prompts
· 9 min readGuides
Generating Tests With LLMs: Coverage Is Not the Goal
· 9 min readGuides
LLM API Error Codes: A Practical Reference
· 9 min read
Guides
LLMs for Log Analysis Without Sending Them Your Logs
· 9 min readGuides
Local Models vs API: Running the Numbers
· 9 min readGuides
Migrating Off the OpenAI API Without Breaking Production
· 9 min readReady to start?
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