
How Too Much Information Destroys Agent Performance
About this episode
Most AI agents fail because you're using them wrong. Here’s what actually works in production.
In this episode, Simon Maple sits down with Itamar Friedman (CEO of Qodo) and Robert Brennan (CEO of OpenHands) at QCon AI. They pull back the curtain on why agents hallucinate, provide inconsistent answers, and ship low-quality code.
On the docket:
• Why a third of developer-reported AI output is incorrect
• Why you must separate creative coding agents from structured review agents
• How excessive information destroys agent performance
• Parallelizing agents across 1,000+ repositories to resolve CVEs and legacy debt
Recorded live at QCon, this one's straight from architects building the future of the AI-native dev cycle.
Connect with us here:
Itamar Friedman: https://www.linkedin.com/in/itamarf/
Robert Brennan: https://www.linkedin.com/in/robert-a-brennan/
Simon Maple: https://www.linkedin.com/in/simonmaple/
Tessl: https://www.linkedin.com/company/tesslio/
AI Native Dev: https://www.linkedin.com/showcase/ai-native-dev/
Check out the Qcon Batch one: https://youtu.be/OnM7sWLnAfw?si=mxtM_jdQJ_EdpLXt
Get every episode summarized
Each time The AI Native Dev - from Copilot today to AI Native Software Development tomorrow publishes, we email you a written briefing from the transcript — the topics, who appeared, and any specific claims, with the ad reads skipped.
Email me new episodesFree for 3 shows. No card needed.
Hosts & guests
No transcript yet
This episode has not been transcribed. Request it and it moves to the front of the queue.
More episodes
More from The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

The Greatest Time to Build a Startup (The AI-Native Advantage)
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

Why Your Agent Needs Memory, Not Just Context
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

Cisco Principal Engineer's Fix for AI Code Security
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow

Why Context Beats Every Prompt You'll Ever Write
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow