Guides
AI Agent Harnesses Are the New GPT Wrappers
The next AI application layer will sell completed work by combining model loops, tools, durable state, permissions, and domain-specific operating knowledge.
Jim Clyde Monge13 minAI News
GEAR Open-Sources Two-Level LLM Harness Evolution
GEAR separates task-level adaptation from cross-task harness improvement, with author-reported gains across coding, marketing, and support.
James Rivera7 minAI News
Microsoft Copilot Harness Enters Foundry Public Preview
Microsoft’s managed agent runtime arrives with reusable skills, configured tool approvals and sandbox execution, with compute billing starting December 1, 2026.
Jim Clyde Monge8 minAI News
Friday Coordinates Coding Agents With a Local Harness
The MIT-licensed tool brings Claude Code, Codex, Cursor and Gemini CLI into a shared local workflow, with task boards, separate repository copies…
James Rivera8 minAI News
Flint LLM Brings 40B Coding to Local Hardware
Recursive’s open-weight coding model targets offline development, but its context limits, memory requirements, and speed claims need hardware-specific reading.
Kim Monge7 minGuides
7 Best Local LLMs in 2026, Matched to Your Hardware
Seven open-weight models compared by the memory they need, how well they code, and the license terms attached, from 8 GB laptops…
Jim Clyde Monge17 minAI News
HLock Adds a Lockfile for AI Coding-Agent Setups
HLock’s harness.lock records the environment around a coding agent, giving teams a way to share configurations, detect drift and move between harnesses.
Jim Clyde Monge8 minAI News
Harvard Releases 209B-Token Agent Traces for Cache Research
The downloadable FreeInference dataset exposes cache reuse, tool delays and context changes across real agent sessions, without releasing prompts or responses.
Kim Monge7 minAI News
Anthropic's AI Worm Tests Reveal a Small-Model Gap
A small model configured inference across varied hardware, while a larger model spread a payload only in a simplified, firewalled evaluation.
Jim Clyde Monge7 minAI News
Anthropic’s Claude Agents Find a Training-Monitor Gap
An automated red-team experiment found harmless-looking datasets that induced misalignment in research models, offering a proof of concept for scaling safety testing.
Kim Monge8 minAI News
Anthropic Finds GLM-5.3 Nears Mythos in Exploit Tests
The open-weight model built working exploits in Anthropic’s sandboxed tests, while prompt tricks and weight edits weakened its refusals.
Jim Clyde Monge8 minAI News
OpenAI's AI Agent Autonomously Hacks into Hugging Face
The model escaped its test environment, found zero-day vulnerabilities, stole credentials, and compromised another company's production infrastructure.
Jim Clyde Monge9 minGuides
7 Best Open Source Coding LLMs in 2026, Compared
Kimi, GLM, DeepSeek, Qwen, and Ling models compared on coding benchmarks, license terms, API prices, and what it takes to self-host them.
Jim Clyde Monge16 minAI News
CAKE Guide Shows How Compiler Feedback Steers GPU Agents
Gang Liao’s new deep dive explains typed schedules, pre-execution checks, and evolving verifiers without treating benchmark success as proof of reliability.
Jim Clyde Monge7 minAI News
Jep Links Codex, Claude Code and OpenCode
Jep gives local coding agents a shared remote-control layer, with Telegram and Android clients plus a gateway that deserves careful security review.
Kim Monge9 minAI News
NorForge Links AI Agents to 1,200-Site Hacking Campaign
Exposed Cairn dashboards revealed automated intrusion workflows, but researchers’ live checks and Reuters’ broader breach count establish different levels of evidence.
James Rivera7 minAI News
Microsoft MXC Brings Policy Controls to AI Agents
The SDK supports Windows, macOS and Linux, but Windows session isolation ships ahead of Entra attribution and enterprise management integrations.
Jim Clyde Monge7 minAI News
Cindy Open-Sources Its Claude Code and Codex Client
Cindy’s public desktop and mobile client promises continuous tasks across coding agents, but its hosted backend remains outside the repository.
Jim Clyde Monge7 minAI News
Inkling 2 Small Launches on Tinker With Closed Weights
Thinking Machines’ 594-billion-parameter model is available for hosted use and fine-tuning, with Apache 2.0 weights planned after external safety testing.
James Rivera8 minAI News
vLLM Fixes Silent Cross-Client Output Corruption
Chainguard’s first public Mythos-harness disclosure shows how stale token restrictions could corrupt another client’s response on shared engines before vLLM 0.31.0.
James Rivera7 minAI News
AI Coding Gets Simpler With Claude's AGENTS.md Support
Claude Code 2.1.277 can reuse cross-tool project instructions, while its built-in mod previews a more customizable coding harness.
Jim Clyde Monge10 minAI News
Google's New Gemini 3.8 Flash Hits 74% on DeepSWE
Google’s third Flash release in 43 days adds stronger coding, longer agent loops, and a restricted cybersecurity model for trusted defenders.
Jim Clyde Monge11 min
