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What Maudel actually does
Not just another code generator. Maudel is a complete AI engineering platform with deterministic orchestration, artifact traceability, and real-time quality supervision.
6-Stage Execution Pipeline
Scaffold, Priming, Review, Generate Plan, Worktree, Execute — a deterministic stage progression from intent to deployed code with quality gates at every step.
Blueprint System
NorthStar documents — Compass, Architecture, UX Design, Manifest — define complete project intent before a single line of code is written.
Composable Pipeline
File-driven prompt assembly with a 9-layer system prompt. Every pipeline stage is composable, extensible, and version-controlled.
Learning & Knowledge
Self-improving capture, curation, and promotion. The system learns from every execution and grows smarter over time.
Pipeline Minder
12 pluggable evaluators providing real-time quality supervision with severity-gated auto-remediation and cross-execution pattern detection.
Human-in-the-Loop
Decision handling, steering message injection, and full audit trails. Humans remain first-class participants at every critical decision point.
Real-Time Visualization
Bubble timeline, token tracking, cost monitoring, and stream persistence. See exactly what the system is doing, why, and at what cost.
Doppelganger
Browser-based test harness orchestrating Playwright via Claude Code. Validate pipeline behavior and UI interactions before deploying.
Our professional services
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Guaranteed satisfaction
- Professional painters with years of experience.
- Help you realise your vision.
- Guaranteed satisfaction.
Some of our work
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Governed orchestration, end to end.
Maudel combines deterministic orchestration, artifact traceability, and a composable pipeline to transform AI into a governed engineering process.
Deterministic Orchestration
The governing control system of Maudel manages pipeline stage execution, task assignment, artifact validation, dependency resolution, quality gates, and retry/revise/escalate decisions. Unlike typical agent systems, agents do not decide when work is complete — the orchestrator evaluates readiness and advances or blocks the pipeline, ensuring predictable execution, reproducibility, and enterprise-grade governance.
Artifact Traceability Graph
A directed lineage graph connecting every artifact produced during the pipeline — from compass documents and architecture specs through code, tests, QA evidence, and deployment configurations. Each artifact connects to its parent artifacts, forming a verifiable chain from intent to delivery that the orchestrator evaluates for completeness, correctness, and release readiness.
6-Stage Execution Pipeline
From idea to deployment in six deterministic stages: Scaffold, Priming, Review, Generate Plan, Worktree, and Execute. Each stage has quality gates evaluated by the orchestrator, with clear inputs, outputs, and progression criteria. The pipeline ensures repeatable, auditable execution every time.
Blueprint System
NorthStar documents — Compass, Architecture, UX Design, and Manifest — define complete project intent before a single line of code is written. A structured Q&A flow captures requirements, gap-intent analysis ensures nothing is missed, and multi-blueprint registry supports modular projects.
See the results
Deterministic Orchestration
The governing control system that manages pipeline execution, task assignment, artifact validation, and quality gates. The orchestrator decides what gets produced, when, and by whom.
Artifact Traceability Graph
A directed lineage graph connecting every artifact from intent to delivery. The orchestrator evaluates completeness, correctness, consistency, and release readiness.
Composable Pipeline Architecture
File-driven prompt assembly with a 9-layer system prompt. Every pipeline stage is composable, extensible, and version-controlled — no hardcoded prompts.
Pipeline Minder
12 pluggable evaluators providing real-time quality supervision — from worktree isolation and git state to input/output quality and scope compliance.