Claude Code

Timeline

1. Oct 11, 2026 · Open-source release · 1 source
   BerriAI/litellm v1.105.0
   Verify using the pinned commit hash (recommended):
2. Oct 11, 2026 · Tutorial / explainer · 1 source
   Running Next Flash IQ3_XXS at ~70 tok/s with 100k context or 2 instances of Qwen 3.6 35B A3B IQ4 at ~145 tok/s with 256k all on $500 of ex mining BC-250 boards
   This will be my third update on the bc-250 cluster and for my first forray into local ai I have been having a blast.
3. Oct 8, 2026 · Opinion / analysis · 1 source
   Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments
   In this post, we look at how Incarna used AgentCore payments to let its agents pay BlockRun for model inference one request at a time.
4. Oct 8, 2026 · Research paper · 1 source
   Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition
   Adversarial games have driven advances from heuristic search to reinforcement learning, yet learning and adapting strategies from limited samples remain challenging.
5. Oct 8, 2026 · Research paper · 1 source
   SWE-Journey: Towards More Realistic Evaluation of Coding Assistants through Long-Horizon, Multi-Turn Interaction
   To address these gaps, we introduce SWE-Journey, a benchmark for more realistic evaluation of coding assistants.
6. Oct 8, 2026 · Opinion / analysis · 1 source
   I think I found a planet nobody knew existed. I used Claude Code to find it
7. Oct 8, 2026 · Research paper · 1 source
   Skill Constellations: Tracing the Supply Chain of Agent Skills on GitHub
   Agent skills are SKILL.md instructions and scripts that AI coding agents such as Claude Code and Codex run with the permissions of their user.
8. Oct 7, 2026 · Research paper · 1 source
   StoreBench: A Live-Commerce Environment for Evaluating and Training Autonomous Operator Agents
   We introduce StoreBench, a live-commerce environment in which an agent runs a mid-size online apparel store on a production-grade commerce backend, testing long-horizon planning and economic judgment under uncertainty.
9. Oct 7, 2026 · Product / feature launch · 1 source
   Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses
   Harnessed Agentic RL: Microsoft Research Asia introduces a training paradigm in which the same agent harness used in deployment participates directly in reinforcement learning, removing the need to reimplement the agent inside the training framework.
10. Oct 7, 2026 · Research paper · 1 source
    QuSema: Detecting Silent Bugs in Quantum Libraries via Quantum-knowledge-enhanced Agents
    Here we present QuSema, an autonomous testing agent for finding silent bugs in quantum libraries.
11. Oct 7, 2026 · Research paper · 1 source
    AgentTime: Can Agents Estimate and Control Their Own Runtime?
    We present AgentTime, a benchmark for testing whether agents can work for a requested duration, predict their runtime, and estimate elapsed time afterward.
12. Oct 6, 2026 · Opinion / analysis · 1 source
    Claude Code’s suggested message feature: I think the real customer is the model
13. Oct 6, 2026 · Open-source release · 1 source
    unslothai/unsloth v0.1.903-beta: New Browser + Voice Cloning
    This release adds a browser inside Unsloth (browser use coming very soon), so files, web pages and pages the model writes open right beside your chat.
14. Oct 6, 2026 · Research paper · 1 source
    SquidAgent: Parallelize Wisely, Coordinate Efficiently
    LLM-based agents solve complex multi-step tasks, but sequential execution incurs substantial latency.
15. Oct 5, 2026 · Product / feature launch · 1 source
    Supercharge regulated workloads with Claude Code and Amazon Bedrock
    The availability of Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 in the AWS GovCloud (US) Regions introduces an on-ramp for AI-assisted development for workloads with regulatory or compliance requirements, including International Traffic in Arms Regulations (ITAR).
16. Oct 5, 2026 · Product / feature launch · 1 source
    New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent
    Today, Amazon SageMaker AI optimized generative AI inference introduces the aws-ai-ml skill, available through the Agent Toolkit for AWS.
17. Aug 21, 2026 · Open-source release · 1 source
    ollama/ollama v0.33.0
    Developers can now easily configure Claude Desktop to seamlessly work with Ollama as a third-party gateway provider.

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