Test Generation Prompts That Produce Tests Worth Keeping
Why most AI-generated tests are useless and the prompt structure that fixes it
30 articles • Page 3 of 4
Prompting for Database Migrations: Generate Safe, Reversible Schema Changes
The constraint-heavy prompt template that prevents destructive migrations
The System Prompt Architecture for Coding Agents: What Claude Code and Cursor Get Right
Reverse-engineering the prompt patterns behind production coding agents
Agentic Code Review: Prompts That Catch Bugs Static Analysis Misses
The code review prompt chain that finds logic errors, not just style violations
Building Prompt Guardrails: Input Filtering and Output Validation for LLM-Powered Apps
The defense-in-depth prompt security stack every AI app needs
Prompting for Threat Modeling: STRIDE Analysis With an LLM Co-Pilot
Turn architecture diagrams into threat models in 15 minutes
Writing Incident Response Prompts That Actually Speed Up Triage
Pre-built prompt templates for log analysis, IOC extraction, and timeline reconstruction
Prompt Injection Testing for Production Apps: A Red Team Playbook
16 injection techniques to test before your users find them first
Feedback Loop Prompting: Teach Your Agent to Critique and Retry Its Own Output
The inner-loop pattern that turns a single LLM call into an iterative refinement engine