The right AI model for every engineering task
Wrought orchestrates specialized AI models through proven engineering pipelines — so you ship reliable software, not prompt experiments.
Used daily on production projects · Built with Wrought
How It Works
Three pipelines, one methodology
Incidents & Bug Fixes
From incident to verified fix — the right model at every stage
FastFinding
Triage the incident — classify severity, identify affected components, and assess initial impact.
ReasoningInvestigate
Form hypotheses, trace execution paths, and narrow down the failure domain through structured analysis.
Deep AnalysisRCA & Fix
Root cause analysis and fix design — examine code paths, state transitions, and edge cases.
Code GenImplement
Apply the fix — produce correct, tested code with built-in verification loops.
Multi-AgentReview
Parallel review across correctness, security, performance, and architectural consistency.
Finding
FastTriage the incident — classify severity, identify affected components, and assess initial impact.
Investigate
ReasoningForm hypotheses, trace execution paths, and narrow down the failure domain through structured analysis.
RCA & Fix
Deep AnalysisRoot cause analysis and fix design — examine code paths, state transitions, and edge cases.
Implement
Code GenApply the fix — produce correct, tested code with built-in verification loops.
Review
Multi-AgentParallel review across correctness, security, performance, and architectural consistency.
Why Wrought
A better approach to AI engineering
The Problem
AI tools treat every task the same
- ✗ One model handles architecture, debugging, testing, and reviews — badly at some, expensively at all
- ✗ No methodology — just raw prompts with no structured engineering process
- ✗ You're the orchestrator, manually switching between tools and context
The Solution
Wrought matches the right model to every engineering task
- ✓ Multi-model orchestration — each pipeline stage uses the ideal model for the job
- ✓ Structured methodology — reactive, proactive, and audit pipelines with proven engineering stages
- ✓ Automated orchestration — Wrought manages the pipeline, you focus on the engineering decisions
Be first to experience Wrought
Join the waitlist for early access when we launch.