Tooling 7 min
AI for Shell Scripts: Getting Safe, Correct Bash from an LLM
How to prompt AI for shell scripts that handle errors, edge cases, and environment differences — and how to validate the output before you trust it.
0degrees Team
[ Index ]
Articles
Everything we know about building AI software that actually ships — written for engineers, no fluff.
Tooling 7 min
Multi-Model AI Coding Workflows: Routing Tasks to the Right Model
Most developers default to one model for everything. Here's a practical framework for matching each coding task to the right model — cutting costs without sacrificing quality.
0degrees Team
Agents 6 min
Parallel AI Agent Workflows: Fanning Out Tasks to Multiple Agents
How to identify independent workstreams, fan them out to multiple AI agent sessions simultaneously, and merge results without conflicts.
0degrees Team
Prompt Engineering 6 min
Generating Realistic Test Fixtures with AI
How to prompt AI coding assistants to produce diverse, realistic test fixtures and seed data — not just placeholder values that pass but don't catch real bugs.
0degrees Team
Prompt Engineering 8 min
Prompting AI for Defensive Code: Getting the Unhappy Path Right
AI coding assistants default to the happy path. Here's how to systematically prompt for input validation, error boundaries, and the failures that break production.
0degrees Team
Production 7 min
Using AI to Analyze Logs and Diagnose Production Incidents
A practical workflow for feeding production logs to an LLM to surface root causes, correlate errors, and cut mean-time-to-resolution — without leaking sensitive data.
0degrees Team
Production 7 min
Using AI to Write and Validate Database Migrations
A practical guide to using AI coding assistants to write, review, and validate schema migrations — catching destructive operations before they reach production.
0degrees Team
Production 6 min
Keeping Secrets Out of Your AI Coding Sessions
A practical guide to sharing the right context with AI assistants without exposing API keys, credentials, and sensitive data that creates security risk.
0degrees Team
Tooling 7 min
Writing a CLAUDE.md That Actually Changes How Your AI Codes
How to write a project instruction file that reliably steers AI coding assistants toward your conventions — what to include, what to leave out, and how to test it works.
0degrees Team