Topic · 24stories
Agent Engineering
The engineering substrate of production agents: context handling at scale, skill reuse, self-modifying code, multi-agent coordination, and the interference and failure modes that surface when components are stacked. A mix of research summaries and release coverage.
Featured
News · Jun 19 · 4 min
Headroom Cuts LLM Token Use 60–95% via Context Compression
Research · Jun 19 · 9 min
68 Agent Papers Map Production LLM Engineering
Research · Jun 19 · 6 min
CUA-Gym Generates 32K Verified RLVR Tuples for Computer-Use Agents
Research · Jun 9 · 6 min
ProCodeBench Exposes Gap Between Simulated and Real Developer Traces
Research · Jun 7 · 7 min
LLM-Wiki Reframes RAG as Reasoning for Agent Pipelines
News · Jun 6 · 5 min
Context Mode MCP Server Cuts Agent Context Use by 98%
News · Jun 5 · 4 min
Memori Brings Open-Source Agent Memory to Python and TypeScript
News · Jun 5 · 4 min
Tencent Opens WeKnora RAG and Agent Knowledge Platform
Research · Jun 4 · 5 min
Switchcraft Routes Tool Calls to Cut Inference Cost 84%
Research · Jun 2 · 5 min
BeliefMem Brings Probabilistic Memory to LLM Agents
Research · Jun 1 · 5 min
BioResearcher Brings Scenario-Guided Agents to Translational Medicine
Research · May 31 · 5 min
SIRA Collapses Multi-Round Search Into One BM25 Call
Research · May 29 · 6 min
MOSS Lets Agents Rewrite Their Own Source Code in Production
News · May 27 · 5 min
LangGraph 1.2.0a7 Adds Node Error Handlers and Stream v3
Research · May 27 · 5 min
Curiosity Agent Pairs 3D Reconstruction With Sequence Memory
Research · May 27 · 8 min
May 2025 LLM Research Targets Reasoning, Perception, Culture Gaps
News · May 25 · 5 min
DeepSeek-V4 Targets Agent Context Failures at Scale
Research · May 25 · 6 min
Paper Argues Agentic AI Is Necessary Fix for OOD Limits
Research · May 24 · 5 min
Skill-R1 Trains a Skill Generator to Guide Frozen LLMs
News · May 21 · 3 min
LangChain and LangGraph Extend TypeScript Support
Research · May 21 · 6 min
Agentic Success Rate Exposes Hidden LLM Payment Shortcuts
Research · May 19 · 6 min
Cross-Component Interference Undermines LLM Agent Stacking
Research · May 18 · 5 min
LATTE Framework Uses Task Graphs to Coordinate LLM Teams
Research · May 14 · 6 min