From Probabilistic Guesswork to Deterministic Execution: A Financial Approval Process as a Design Pattern
The difference between a toy and a tool isn't how smart the AI is — it's whether the output is...
Aug 30, 20267 min read3 reactions24 comments
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#deterministic
Building Deterministic Multi Agent Workflows with LangGraph
Most multi-agent pilots stall because autonomous agents are too unpredictable, turning simple...
Aug 3, 20268 min read0 reactions1 comments
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Jun 28, 2026Efficient API Design: Building a Deterministic Query Router
Scalable API design through deterministic query routing. Learn from Wayfinder Router.
Jun 28, 20263 min read0 reactions0 comments
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Jul 31, 2026📝 The Zero-Trust AI Gateway Why CFOs can't trust probabilistic LLMs with corporate ledgers.
The $50,000 Hallucination The Problem: Companies want to deploy AI workforces for Accounts Payable...
Jul 31, 20261 min read0 reactions0 comments
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Jul 2, 2026Developing a Deterministic Tool to Predict Code Health in Go Projects Without LLMs
Introduction In the sprawling landscape of software development, code health is the...
Jul 2, 20268 min read0 reactions0 comments
The Pentagon Mandated AI Audit Trails. No One Has Built Them. Until Now.
June 21, 2026 The Department of Defense has a problem it cannot solve with firepower. AI agents are...
Jun 21, 20263 min read0 reactions0 comments
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May 10, 2026Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.
Most RAG tooling provides a score but fails to specify what actually went wrong. I had retrieval...
May 10, 20261 min read0 reactions0 comments
Algorithmic Trading Needs the Same Audit Trail as SOC2
May 17, 2026 Every day, algorithms execute millions of trades. They move markets. They manage risk....
May 17, 20262 min read0 reactions0 comments
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Mar 27, 2026Deterministic Code Representation: A Solution for Tracking Structural Changes in Large TypeScript Codebases
Introduction Managing large TypeScript codebases is akin to navigating a labyrinth without...
Mar 27, 202611 min read0 reactions0 comments
You Have 8 Weeks to Figure Out AI Governance. The Audit Trail Is Already Built.
May 3, 2026 The Colorado AI Act takes effect June 30, 2026. The EU AI Act follows in August. Eight...
May 3, 20262 min read0 reactions0 comments
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Apr 7, 2026The One Question Every AI Security Audit Asks (And Why No One Answers It)
April 7, 2026 Every AI security audit follows the same pattern. The auditor asks for evidence. The...
Apr 7, 20263 min read0 reactions0 comments
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Mar 31, 2026Five Frameworks. One API. No Complexity.
March 31, 2026 On February 15, I published the first article about deterministic decision logs for...
Mar 31, 20264 min read0 reactions0 comments