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Presentation: The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering
Baruch Sadogursky and Patrick Debois discuss why coding agents fail due to bloated context windows and stuffed prompts. They explain practical context engineering fixes, including lazy-loaded skills, versioned context... Context & related coverage →
DeepSeek Harness: Unlock the Agent Black Box for Transparent, Controllable AI Agent Operations - 36Kr
DeepSeek Harness: Unlock the Agent Black Box for Transparent, Controllable AI Agent Operations 36Kr Context & related coverage →
claude-code v2.1.233
Added GitLab merge request URL support to the --worktree flag and the claude agents view (where MRs display as !N ) · Added an opt-in forward_user_identity apps gateway setting on Anthropic upstreams that sends the si... Context & related coverage →
Why managed agents are the next big thing in agent building
Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth. Context & related coverage →
Northern Gannet
Northern Gannet, in Pillar Point Harbor, CA, US This is Morris. Morris is a local celebrity: the only known Northern Gannet ( Morus bassanus ) in the entire Pacific Ocean. He showed up in the Farallon Islands off the... Context & related coverage →
Enhancing Virtual Agents through SLMs and Edge-Computing: An Exploratory Evaluation of Think and Memory Processes
Embodied intelligent virtual agents are expected to operate as persistent, adaptive, and context-aware entities within complex virtual and Metaverse worlds. However, implementing cognitively capable agents in such env... Context & related coverage →
Meta Open-Sources Muse Glimmer: A 30B Local Agentic Model Optimised for On-Device Execution
Meta AI Research has introduced Muse Glimmer, a 30-billion-parameter open-weight model under the Apache 2.0 license, designed for local workflows. It enables autonomous agents and complex task execution on consumer GP... Context & related coverage →
Intern-S2-Preview: Scientific Agentic Foundation Model
Scientific discovery increasingly requires AI systems that can reason over scientific evidence of heterogeneous modalities, interact with scientific tools and environments, and sustain progress across long task horizo... Context & related coverage →
codex 0.148.0-alpha.19
Release 0.148.0-alpha.19 Context & related coverage →
Vero: Can AI Agents Build Formally Verified Software Repositories?
AI agents are increasingly used for programming, but do not provide any guarantee on the correctness of generated code. Verified code generation, in which an agent produces both an implementation and a machine-checked... Context & related coverage →
Don't classify. Hallucinate!
Don't classify. Hallucinate! I still have quite a bit of older content on my blog that I never got round to tagging. My blog has 1,856 tags - likely too many to feed to an LLM in one go and say "which of these tags ma... Context & related coverage →