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  1. Sumaiya Shrabony beside the headline Agents Need CI/CD Rules
    Why AI Agent Workflows Need CI/CD Rules
    10m 51s
  2. Theo Browne beside the words Software Rules Have Changed
    Why the Old Rules of Software No Longer Apply
    15m 45s
  3. Thariq Shihipar beside the words The Fable Field Guide
    How to Work With Fable Without Holding It Back
    19m 28s
  4. Susheem Koul and Tisha Chawla beside the words Replay Agent Failures
    How to Replay and Debug AI Agent Failures
    14m 11s
  5. James Shi in a blue top with two open hands beside the blue and white headline 'TEST ENGINEERING NOT LEAKS' on black.
    DeepSWE: A Contamination-Resistant Coding Benchmark - James Shi
    17m 34s
  6. Sean Cai in a blue shirt gestures beside the blue-and-white headline “REAL WORKFLOW DATA” on a black background.
    State of Data — Sean Cai, Independent / State of Data
    18m 22s
  7. Marah Abdin in blue and Robert McHardy in off-white gesture toward each other beside the blue-and-white headline “SCALE WITHOUT CORRUPTION” on black.
    The Messy Reality of Scale: Synthetic Data and Pre-Training — Marah Abdin & Robert McHardy, poolside
    17m 31s
  8. Akele Reed in blue and Dave Revere in an off-white shirt flank the blue-and-white headline “CLINICAL AI GUARDRAILS” on a black background.
    Evals-Driven Development for a Mental Health AI Coach — Akele Reed & Dave Revere, SonderMind
    21m 17s
  9. Kyle Mistele against a black background beside the blue and white headline “SMALL LOOPS / READABLE CODE”.
    Loop Engineering from First Principles - Kyle Mistele, HumanLayer
    17m 57s
  10. Cormac Brick against a black background beside the blue and white headline “TINY MODELS / MORE DEVICES”.
    Why Large? Tiny LMs & Agents on Edge/Robotics - Cormac Brick, Google
    21m 45s
  11. Rustem Feyzkhanov with one hand resting at his chin beside the blue and white headline TEST THE WHOLE AGENT on a black background.
    From Agent Traces to Agent Simulations
    20m 24s
  12. Maor Bril beside the blue-and-white headline “EVALUATING AI VIDEO” on a black background.
    Evaling Video Slop: Maor Bril, Character.ai
    23m 13s
  13. Soumya Gupta and Jai Chopra beside the blue-and-white headline “CLOSED-LOOP AI EVALS” on a black background.
    Building Closed-Loop Evals for a Multimodal Agent at Scale: Soumya Gupta and Jai Chopra, Uber
    21m 39s
  14. Preetika Bhateja and Daniel Bump against a black background beside the blue and white headline “ADS AGENTS TEST BEFORE LAUNCH”.
    YouTube Ads: Evals, Prompts and Reliable Agent Behavior
    19m 29s
  15. Jason Lopatecki against a black background beside the blue and white headline “TRACES TO FIXES”.
    From Traces to Pull Requests: Self-Improving Agents
    20m 36s
  16. Aparna Dhinakaran against a black background beside the blue and white headline “AGENT JUDGES CONTEXT MATTERS”.
    Agent-as-a-Judge: Evaluating Complex AI Trajectories
    6m 6s
  17. Alex Shaw and Ryan Marten against a black background beside the blue and white headline “AGENT ROLLOUTS EVAL TO TRAINING”.
    Harbor Rollouts: Agent Evals, Production and Training
    21m 11s
  18. Philipp Schmid beside the words Why AI Agents Break
    Five Reasons Engineers Struggle With AI Agents
    10m 40s