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Agentic Coding Capability Course — Adhoc

Off-cycle deep-dive episodes outside the topic-numbered curriculum.

10 episodes· 10 with audio · Updated 2026-10-29

Episodes

  1. T1E1 — Anthropic's Multi-Agent Research System — What Coding-Agent Teams Should Learn
  2. T1E2 — Long-Horizon Terminal Bench — Dense Grading for Long Terminal Tasks
  3. T1E3 — RL Scaling Laws for LLMs — When the Clean Curve Gets Messy
  4. T1E4 — Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context
  5. T1E5 — Concept Ablation Fine-Tuning — Steering Generalization Without Rewriting the Data
  6. T1E6 — SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents
  7. T1E7 — Kimi K3 Technical Report — Scaling a Sparse Foundation for Million-Token Agents
  8. T1E8 — Remember When It Matters — Proactive Memory Agent for Long-Horizon Agents
  9. T1E9 — STRACE — From Noisy Traces to Root Causes
  10. T1E10 — RLAIF vs. RLHF - Scaling Reinforcement Learning with AI Feedback