Human-in-the-Loop AI: Resumable Workflows for SaaS MVPs
Enterprise buyers reject fully autonomous AI agents due to hallucination liability. Learn how to architect durable, resumable HITL approval workflows.
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High-Signal Technical Insights & Strategy
CTO-Grade Insights for SaaS & AI Founders
Battle-tested software architecture, deterministic AI systems, and actionable 0-to-1 engineering roadmaps for founders seeking technical partnership.
Dedicated Topic Hubs:SaaS Architecture·AI Engineering·Zero-to-One MVP·Fractional CTO·Startup Economics
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Featured Deep Dive
Secure MCP Architecture: Hardening AI Tool Execution for Enterprise SaaS MVPs
Naive MCP setups create massive security liabilities. Learn how to architect sandboxed, least-privilege MCP servers for enterprise AI SaaS MVPs.
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Read Deep Dive Latest Publications
3 articlesAI Agent Memory: Stop Context Rot & Token Bloat in MVPs
Naive prompt-stuffing destroys AI margins and causes context rot. Learn how to architect a 2-tier memory system with asynchronous context compaction.
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Why AI Agents Fail: Replacing Brittle Prompt Chaining with Deterministic State Machines
Discover why naive prompt chains crash in production and how deterministic state machines provide reliable, cost-controlled AI MVP architecture for founders.
7 min readRead Deep Dive →