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AI Agents Research

A comprehensive 25-post series exploring the full potential of AI Agents

Series · 25 episodes

Latest · Episode 25 · How We Processed 44 Sources Into Actionable Research
  1. Ep. 01What's Really Blocking AI Agents from Production? Insights from 36 Expert InterviewsAnchor · 7 min
  2. Ep. 02The Coding Agent Exception: Why AI Works for Code but Struggles Everywhere ElseTheme · 11 min
  3. Ep. 03The 40% Rule: Why Larger Context Windows Won't Save Your AI AgentTheme · 9 min
  4. Ep. 04The 92% Problem: Why System Integration Breaks AI Agent DeploymentsTheme · 9 min
  5. Ep. 05How a Major Identity Company is Solving AI Agent Identity: The Next SSO MomentTheme · 10 min
  6. Ep. 06Why 90% of AI Agent Pilots Fail Before Hitting Technical LimitsTheme · 10 min
  7. Ep. 07The Demo-Production Chasm: Why 70% Accuracy Creates False ExpectationsEmergent · 13 min
  8. Ep. 08The 30-40% Model Myth: Why Framework Architecture Matters More Than Model CapabilityEmergent · 9 min
  9. Ep. 09The Evaluation Gap: Why 7 YC Companies Building Eval Tools Have Zero AdoptionEmergent · 11 min
  10. Ep. 10MCP Reality Check: The 25-Tool Accuracy Cliff No One Talks AboutEmergent · 11 min
  11. Ep. 11Handoff Rate: The North Star Metric for AI Agent SuccessPractitioner · 9 min
  12. Ep. 12Component-Level Evaluation: Why End-to-End Testing Fails for AI AgentsPractitioner · 9 min
  13. Ep. 13Dual Memory Architecture: The Distinction Most AI Companies MissEmergent · 13 min
  14. Ep. 14Inside an AI Agent Orchestration Company: Why 90% of Enterprise AI Agent Pilots Never Convert to ProductionPractitioner · 11 min
  15. Ep. 15An AI Sales Intelligence Company's Approach: Building AI Sales Agents That Actually WorkPractitioner · 9 min
  16. Ep. 16A Multi-Agent Framework Company's Lesson: Why Enterprise Topology Complexity Is Your MoatPrototype · 10 min
  17. Ep. 17An AI Infrastructure Company's Take: Managing Expectations with Probabilistic SystemsPrototype · 11 min
  18. Ep. 18The Framework Paradox: Why 80-90% of Teams Abandon LangChain for ProductionEmergent · 11 min
  19. Ep. 19Building a Shopping Agent: Framework Bloat in ActionPrototype · 11 min
  20. Ep. 20Repo Patcher: Using State Machines to Make AI Agents ReliablePractitioner · 12 min
  21. Ep. 21Good Agents: Implementing Plan-Verify-Execute for Multi-Agent OrchestrationConference · 11 min
  22. Ep. 22The 30-40% Model Revelation: What a Leading Autonomous-Agent Startup LearnedConference · 9 min
  23. Ep. 23Why 95% of Agentic AI Projects Fail: Key Takeaways from the Conference Everyone's Talking AboutConference · 11 min
  24. Ep. 24Production Agents Summit: The 40% Context Rule and Other Uncomfortable TruthsMethodology · 10 min
  25. Ep. 25How We Processed 44 Sources Into Actionable ResearchTheme · 10 min