Workflows

Incident Response & Production Debugging

Wenn jede Sekunde zählt, braucht KI vollständigen Systemkontext

$5 free credits • Pay-as-you-go • Works with your existing tools

The problems you face today

KI schlägt Fixes vor ohne das Gesamtbild zu sehen
File Discovery zeigt den gesamten Incident-Umfang
Hotfixes brechen andere Services
Impact-Analyse vor dem Deployment
Kann lokal nicht reproduziert werden
Terminal-Sessions erfassen exakten Zustand

How it works

1

Zeigen Sie Incident-Impact über Services hinweg

2

Generieren Sie zielgerichtete Fixes

3

Testen Sie in isolierter Umgebung

4

Deployen Sie mit Vertrauen

Key capabilities

Echtzeit-System-Mapping
Cross-Service-Tracing
Rollback-Fähigkeiten

Technical implementation

Intelligent File Discovery

Multi-stage AI workflow identifies relevant files for your incident-response

  • Root folder selection based on task
  • Targeted regex pattern groups
  • LLM analyzes actual file contents
  • Automatic dependency detection
  • Files organized into XML for LLM consumption

Multi-Model Planning

Generate multiple implementation approaches using different AI models, then synthesize the best solution

  • OpenAI GPT‑5 family (GPT‑5 and GPT‑5 Thinking/Pro), historical o‑series (e.g., o3 variants); Anthropic Claude Sonnet 4 and Opus 4.1; Google Gemini 2.5 Pro - availability and features vary by plan and endpoint (ChatGPT vs API).
  • AI architect merges best insights
  • Your guidance shapes the merge

Use official vendor docs to confirm features like streaming, function calling, and background mode for each model.

Quick setup for your workflow

1

Install PlanToCode

Download for your platform. Launches in seconds, no complex setup.

2

Connect your tools

Integrates with Claude Code, Cursor, Codex CLI and more.

3

Start planning

$5 free credits to start. Generate your first implementation plan in under a minute.

Available for macOS & Windows • $5 free credits

What developers achieve

75%
Fewer production bugs
Impact analysis catches issues before deployment
3x
Faster large changes
Multi-model plans handle complexity better
100%
Architectural alignment
AI follows your patterns and principles

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Related resources

Documentation

Complete guides for getting started

Read the docs

Video Demo

See incident response & production debugging in action

Watch demo

Architecture

Deep dive into how PlanToCode works

Learn more

Ready to transform your incident-response?

Join thousands of developers who ship with confidence using architectural AI planning.

Pay-as-you-go credits. $5 free for new users. No subscription traps.

KI Incident Response & Production Debugging | PlanToCode