Maûdel — Deterministic AI Engineering SystemMaudel is an AI engineering system built on deterministic orchestration and an artifact traceability graph. A composable pipeline architecture with pluggable evaluators delivers predictable, auditable, enterprise-grade AI engineering from idea to deployment.https://maudel.ai/The 5 Tiers of Agentic Harness Sophisticationhttps://maudel.ai/blog/agentic-harness-tiers/https://maudel.ai/blog/agentic-harness-tiers/A classification framework for understanding where your AI agent system falls — from conversational chat to autonomous dark factory — and why Maudel operates at Tier 4.Sun, 05 Apr 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)Why We Decomposed Monolithic Prompts Into Composable Stageshttps://maudel.ai/blog/example-three/https://maudel.ai/blog/example-three/The single biggest architectural evolution in Maudel — how we went from hardcoded prompts to a file-driven, composable pipeline in one day.Wed, 25 Mar 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)Building Execution Visibility: From Black Box to Glass Boxhttps://maudel.ai/blog/tsconfig-paths-setup/https://maudel.ai/blog/tsconfig-paths-setup/Engineers won't trust what they can't see. How real-time observability transformed our AI pipeline from a black box to a command center.Tue, 10 Mar 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)The Doppelganger: Testing AI-Built Software Like a Real Userhttps://maudel.ai/blog/tailwind-gradient-underline/https://maudel.ai/blog/tailwind-gradient-underline/AI-generated code passes unit tests because the same AI writes both. User-perspective testing breaks this circular validation.Sun, 01 Mar 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)Why Human-in-the-Loop Isn't a Safety Net — It's a Steering Wheelhttps://maudel.ai/blog/best-vscode-extensions-front-end-developers/https://maudel.ai/blog/best-vscode-extensions-front-end-developers/Our first HITL implementation was a gate. The real value came when we turned it into a co-pilot experience.Sun, 15 Feb 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)From PRD to Blueprint: Why PRDs Are Not AI-Readyhttps://maudel.ai/blog/example-two/https://maudel.ai/blog/example-two/How we overhauled our planning system when we realized PRDs give AI an executive summary, not a flight manual.Thu, 05 Feb 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)We Generated 192 User Stories in 2 Hours — Here's What We Learnedhttps://maudel.ai/blog/example-one/https://maudel.ai/blog/example-one/AI can compress weeks of planning into hours, but the quality of your input documents determines whether those stories are useful or just noise.Tue, 20 Jan 2026 00:00:00 GMTinfo@maudel.ai (Maudel Team)