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harness-evals
AI Agent Harness Benchmarks
Open-source benchmark comparing AI agent harnesses on the same frontier models by pass rate, cost per solved task, and time.
DEVHEAD Agentic Studio
Multi Agent IDE for Windows
A Windows agentic IDE with five configurable AI agents, a managed context engine, and bundled web, PHP, MariaDB and FTP tooling.
SkyNot
Isolated Pi Agent Installer CLI
An npx installer that sets up the Pi coding agent under a dedicated unix user for sandbox-like isolation on Linux or macOS.
pplx-decider-v1.3
Multimodal Decision Classifier Model
A multimodal classification model from Perplexity that answers choice, yes/no, and score questions about a given state and extracts verbatim text spans.
This Week’s AI Dev Gems
Handpicked tools for the week of Nov 7–13
Let AI agents operate a real iPhone from a Mac, with no jailbreak or extra hardware, through an MCP server.
Why: Added Nov 7. The GitHub repo was created Nov 5 and already has 1,087 stars. Agents read the iPhone's accessibility tree and send native touch events. A 0.4.0 beta landed Nov 13.
Draft software specs with a context-rich agent, then review them with zero-context subagents that don't share the earlier conversation.
Why: Added Nov 7. Google open-sourced the plugin in October; Google Cloud Tech posted about it this week, and the repo has 18,622 stars. A context-rich Elephant session drafts the spec; Goldfish subagents review it without the earlier conversation.
Build, type-check, lint, and run TypeScript using a shared TypeScript-Go compiler.
Why: New to the catalog Nov 13. Its compiler graph gives coding agents access to resolved symbols over MCP. The same compiler reports type errors and lint findings.
Give coding agents a fresh, disposable Windows 11 PC through Windows Sandbox, as an MCP server and a CLI.
Why: Added Nov 8. Scott Hanselman's tool boots a throwaway Windows 11 machine so an agent can install an app, drive the UI, and keep the screenshots after the guest is deleted. The repo has 426 stars and was created Nov 6.
AI Dev News
90+ articles
Ideas from the community
Compare Tools
Ask for a solution, not another list.
“I need a self-hosted browser agent that can work with my existing stack. What should I look at?”
Two models search the catalog
Explore their recommendations and reasoning.
You choose the useful answer
Compare perspectives, then investigate the tools.
What would you let an agent do when a production alert fires?
Investigation, repair and deployment can have different approval rules. Choose the furthest step you would allow without human approval.
Keep learning while you build
Explore developer podcasts and the full AI stack guide between deep dives.