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Why Your AI Agent Doesn't Have a Reasoning Problem—It Has a Memory Problem: A Practical Guide to Production-Grade Agent State

Why Your AI Agent Doesn't Have a Reasoning Problem—It Has a Memory Problem: A Practical Guide to Production-Grade Agent State

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12 min read
Why Your AI Agent Fails at Observability: A Debugging Framework for Memory, Tool Calls, and RAG

Why Your AI Agent Fails at Observability: A Debugging Framework for Memory, Tool Calls, and RAG

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8 min read
From Hype to Hard Reality: What We're Learning About Shipping AI Agents in Production

From Hype to Hard Reality: What We're Learning About Shipping AI Agents in Production

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7 min read
From Hype to Production: The Harsh Reality of Shipping AI Agents Beyond the Demo

From Hype to Production: The Harsh Reality of Shipping AI Agents Beyond the Demo

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6 min read
Beyond the Agent Hype: Architecting Observability, Memory, and Guardrails for Production AI Systems

Beyond the Agent Hype: Architecting Observability, Memory, and Guardrails for Production AI Systems

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7 min read
From Cherry Studio to Destroylist: Mapping the New Developer Stack for AI Agents, Privacy, and Lightweight Tooling

From Cherry Studio to Destroylist: Mapping the New Developer Stack for AI Agents, Privacy, and Lightweight Tooling

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6 min read
The Memory Bottleneck: Why AI Agents Fail and How to Fix Them with Self-Driving Tooling

The Memory Bottleneck: Why AI Agents Fail and How to Fix Them with Self-Driving Tooling

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15 min read
Why Your AI Agent Fails in Production: Bridging the Memory, Testing, and Tooling Gaps

Why Your AI Agent Fails in Production: Bridging the Memory, Testing, and Tooling Gaps

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7 min read
From SGLang to OpenLogi: The Developer Shift Toward Local-First AI Infrastructure

From SGLang to OpenLogi: The Developer Shift Toward Local-First AI Infrastructure

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5 min read
The Solo Founder Simulation: Lessons from Letting an AI Agent Run a SaaS While I Audited Its Human-Like Mistakes

The Solo Founder Simulation: Lessons from Letting an AI Agent Run a SaaS While I Audited Its Human-Like Mistakes

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6 min read
Planning Over Execution: Lessons from 157 Agent Runs and the Rise of Orca-Style Agent Fleets

Planning Over Execution: Lessons from 157 Agent Runs and the Rise of Orca-Style Agent Fleets

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5 min read
Building a Private Agentic OS with Local LLMs: Lessons from Eliza, Hister, and the Planning Problem

Building a Private Agentic OS with Local LLMs: Lessons from Eliza, Hister, and the Planning Problem

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8 min read
Why Your AI Agent Architecture Is Failing: Bridging Security Holes, Planning Failures, and Real-World Dev Workflows

Why Your AI Agent Architecture Is Failing: Bridging Security Holes, Planning Failures, and Real-World Dev Workflows

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11 min read
The Observability Crisis: Why OTel Alone Fails for AI and How to Build a Resilient Pipeline

The Observability Crisis: Why OTel Alone Fails for AI and How to Build a Resilient Pipeline

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8 min read
Beyond the Hype: A Developer’s Critical Audit of Real-World AI Agents from OmniRoute to Eliza

Beyond the Hype: A Developer’s Critical Audit of Real-World AI Agents from OmniRoute to Eliza

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7 min read
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