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FrontierHarness Eval benchmarks nine software engineering harnesses on a single model, showing that cost per successful task can vary by up to 17x depending on the harness used.
This article introduces an AI skills collection website, offering 78 categorized skills to enhance the capabilities of AI agents in coding, design, research, and more.
IQ Routing is a trajectory-aware LLM routing system designed to reduce the cost of AI agents by optimizing task routing based on trajectory data.
KeenableAI is announced as an AI-native search engine specifically for AI agents, featuring its own crawler, web index, and infrastructure to improve latency, quality, and cost efficiency.
The user successfully used edulab Skills to generate 3D geometry problem-solving demonstrations on the Qwen3.8 27B model and discussed performance and optimization needs under specific hardware configurations.
SkillEffect introduces a checked-lowering runtime for AI agent tools that enforces memory bounds through audited implementations, significantly reducing peak memory usage and improving completion rates under memory constraints.
A tweet explores the gap in AI skills for process improvement over time, suggesting a potential tool like '/improve-me' to update coding standards and refine agent behaviors.
DashClaw is an open source approval layer for AI agents that requires human confirmation via Telegram for destructive actions like force pushes or file deletions, enhancing safety during unattended sessions.
The author built an MCP tool that lets AI agents retrieve a Google Maps reviewer's full history and metadata for vetting reviews and detecting fraudulent patterns.
The author built a service that exposes Google Patents data as structured JSON over MCP, letting AI agents query patent claims, citations, family graphs, and summaries across many patent offices, with pay-per-event pricing.
Mu gives AI agents 67 everyday internet tools (news, mail, search, markets, etc.) behind a single MCP endpoint, with real implementations rather than API wrappers, and is available as a hosted service or self-hosted Go binary.
The article explains the 'Tool Rot Paradox' where installing many static agent skills causes context window degradation and security issues in production, and advocates for a dynamic discovery approach using a meta-skill that fetches tools on demand to keep the system prompt lean.
Monid is a new API that lets AI agents read social media platforms without logins or subscriptions, priced at $0.0015/request as a cheaper alternative to Apify.
A developer shares a new methodology for ranking AI agent tools by GitHub star velocity rather than total stars, highlighting trending projects like codex-model-routing, pilotfish, and motion-anything. The approach cross-checks GitHub with the MCP registry to filter out fake stars.
Introduces several noteworthy extensions in the Pi ecosystem, including a safe discussion mode, web search, multi-agent workflow orchestration, and a model usage visualization tool.
Orite lets you give your AI agent money with spending limits rather than an open-ended blank check.
A browser-based agent that reverse-engineers web app APIs to automatically generate agent tools, enabling deep integration without code changes.
A tweet listing six rapidly growing AI agent repositories on GitHub, including agency-agents, codebase-memory-mcp, OpenMontage, Agent-Reach, orca, and OmniRoute, with brief descriptions of each.
An article discussing methods for evaluating skills to build better agent tools, likely focusing on practical approaches for AI agent development.
Superpowers 6.0 is released, achieving a 50% speed increase and 60% token consumption reduction through Fable 5 optimization, while maintaining the same high-quality output.