I Believe Everything My Agents Tell Me: Three Levels of Review — Corey Gallon, Rexmore

Gives a checking workflow for agents that overstate completion: verified artifacts, independent extraction against control totals, and cold reviewers. It reports the time and token costs.

• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
• token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.

• videoAgents in Orbit: Workflows, Not Autopilot — Eduardo Simon & Javier Casal, Flywire
• video1,000 Agent Tasks in a Sandbox: What Breaks When LLMs Run Code — Kevin Orellana, AWS
• videoHow Inference Keeps Up with Our Insatiable Need for Tokens — Cerebras & Gimlet Labs
• videoAuth for Agents: Let AI Sign Up for Your Product with auth.md — Michael Grinich, WorkOS

• videoScale the Judgment, Not the Model — Andrew Orobator, RedditAI Engineer
• videoAgents Without Code: Skills, YAML, and Filesystems Replaced Python — Philipp Schmid, Google DeepMindAI Engineer
• videoThe Death of the Code Review: What the Data Actually Says — Laurie Voss, Arize AIAI Engineer

Checking sign-in…

Loading comments…