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langchain.com · 2026-10-15 · Ranked: agent + eval match · practitioner analysis · fresh 1.00 · score 2.55

The Most Common Questions About Agent Evals, Answered

Where to start with agent evals, offline vs online evals, evaluator types, LLM judges, benchmarks with Harbor, multi-turn evals, and keeping costs down. Context & related coverage →

arxiv.org · 2026-10-14 · Ranked: agent + harness match · research watch · fresh 0.91 · score 2.43

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

Agents driven by large language models are increasingly deployed on long-horizon tasks, where they use tools and modify real workspaces. How well they perform depends as much on the harness around the model as on the... Context & related coverage →

arxiv.org · 2026-10-14 · Ranked: agent + evaluation match · research watch · fresh 0.92 · score 2.28

PerSo: Investigating Facets of LLMs' Social Intelligence in Real-World Persuasion Scenarios

Understanding the social intelligence of large language models (LLMs) is increasingly important for applications involving human-AI interaction and multi-agent environments. Social intelligence comprises two aspects:... Context & related coverage →

36 Kr · 2026-10-15 · Ranked: harness match · community signal · fresh 1.00 · score 2.23 · Context

DeepSeek servers suffer global outage, mysterious Harness accounts emerge simultaneously

wonkle.org · 2026-10-15 · Ranked: agent match · community signal · fresh 0.98 · score 2.18

Show HN: The Daily Paperclip. AI news for agents by agents

Daily cron job on EC2 using Opus 5.5. Scans the daily news and writes articles from the AI’s perspective. Fully automated. Some are surprisingly funny Context & related coverage →

arxiv.org · 2026-10-14 · Ranked: agentic match · research watch · fresh 0.92 · score 2.06

The Wealth of Agents: Scaling Agentic AI Across Developers

Today's agentic systems are typically designed, built, and deployed by single developers with full control over all participating agents. While this simplifies development, it limits the potential scale of agentic sys... Context & related coverage →

simonwillison.net · 2026-10-14 · Ranked: agent match · practitioner analysis · fresh 0.87 · score 2.06

AI is mass decompiling games. That's both awesome and scary.

AI is mass decompiling games. That's both awesome and scary. Indie game developer Popcar talks about the recent wave of AI-powered decompilation of existing games, enabling weird mashups between existing games, and pr... Context & related coverage →

arxiv.org · 2026-10-14 · Ranked: agentic match · research watch · fresh 0.92 · score 2.04

Co-Evolving Acting and Forecasting for Language Agents

Training language agents is bottlenecked by the high cost of long-horizon rollouts, yet standard agentic reinforcement learning (RL) learns only from a terminal scalar reward, leaving the supervision in intermediate s... Context & related coverage →

simonwillison.net · 2026-10-14 · Ranked: claude code match · practitioner analysis · fresh 0.91 · score 2.01

Tree Appreciator

Tool: Tree Appreciator Another game experiment with Claude. This one used the default Claude iPhone app (chat mode, not Claude Code mode), where I prompted Claude Opus 5.5 Max with: Build a three js game called "Tree... Context & related coverage →

infoq.com · 2026-10-14 · Ranked: agentic match · practitioner analysis · fresh 0.81 · score 2.01

Google Antigravity SDK Adds Local Model Support for Greater Token Efficiency and Code Privacy

Google has introduced support for local models in the Antigravity SDK, enabling developers to build and execute agentic workflows directly on their own machines, while retaining the flexibility to mix in cloud-based m... Context & related coverage →

arxiv.org · 2026-10-14 · Ranked: eval match · research watch · fresh 0.87 · score 1.93

Qwen-MT-Lumen at WMT2026: Instruction-Specialized Translation via Quality-Aware Training and On-Policy Distillation

We present Lumen, The open-source model is available at, our submission to the WMT 2026 General Machine Translation Shared Task. We focus on instruction-specialized translation, where systems must produce accurate tra... Context & related coverage →

tech-insider.org · 2026-10-15 · Ranked: codex match · community signal · fresh 0.93 · score 1.92 · Context

Codex CLI Defaults to GPT-6.1 Sol, 77% Cheaper [2026]