Workflows

Vereinheitlichen Sie Logging über Microservices hinweg

Standardisieren Sie Logging-Formate und -Praktiken über alle Services für bessere Observability

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

The problems you face today

Inkonsistente Log-Formate über Services hinweg
Vereinheitlichte Logging-Standards mit automatisierter Compliance
Kritische Informationen fehlen in Logs
Umfassende Logging-Anforderungen basierend auf Service-Analyse
Log-Korrelation schwierig über Service-Grenzen hinweg
Standardisierte Correlation-IDs und strukturiertes Logging

How it works

1

Analysieren Sie aktuelle Logging-Patterns über Services hinweg

2

Definieren Sie vereinheitlichte Logging-Standards und Formate

3

Implementieren Sie Standardisierung über alle Services

4

Validieren Sie Log-Korrelation und Durchsuchbarkeit

Key capabilities

Cross-Service-Log-Analyse
Automatisierte Standards-Compliance
Correlation-ID-Management

Technical implementation

Intelligent File Discovery

Multi-stage AI workflow identifies relevant files for your logging-standardization

  • 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

Explore related topics

workflows

Large Refactors with Claude Code on macOS

Guide Claude Code through system-wide refactors without breaking dependencies

claude-codemacos
Learn more
workflows

Bug Triage with Cursor on Windows

Find root causes faster with architectural context Cursor doesn't have

cursorwindows
Learn more
workflows

Incident Response & Production Debugging

When every second counts, AI needs full system context

Learn more
workflows

Monorepo Migration with Claude Code on macOS

Transform multiple repositories into a unified monorepo with complete dependency mapping

claude-codemacos
Learn more
workflows

Cross-Package Changes in Monorepos with Cursor

Navigate complex monorepo changes that span multiple packages and services

cursorwindows
Learn more
workflows

Automated JavaScript Dependency Upgrades

Upgrade JavaScript dependencies safely with automated testing and rollback capabilities

Learn more

Related resources

Documentation

Complete guides for getting started

Read the docs

Video Demo

See vereinheitlichen sie logging über microservices hinweg in action

Watch demo

Architecture

Deep dive into how PlanToCode works

Learn more

Ready to transform your logging-standardization?

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.

Microservices Logging-Standardisierung | PlanToCode