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News, launch notes, guides, and comparisons for builders exploring reusable AI agent skills, trust signals, and ecosystem shifts.
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Follow product updates, editorial pieces, and practical explainers that help users navigate the marketplace and adjacent agent ecosystems.
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Search cross-agent Markdown memory and conversation history with memsearch
Give supported coding agents a shared Markdown-first memory layer so they can recall prior decisions, transcripts, and notes across sessions instead of re-deriving context from scratch.
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Put approval gates and audit-ready policy checks between agents and external actions with DashClaw
Use DashClaw to intercept agent actions before they hit external systems, require approval or policy evaluation, and keep replayable decision evidence for later review.
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Control iOS and Android devices through a deterministic CLI for agent-driven mobile testing and debugging with agent-device
Drive real mobile apps from a session-aware CLI so agents can inspect UI state, act deterministically, and collect logs, network traces, and performance evidence during debugging.
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Turn Windows event logs into Sigma-backed threat-hunting timelines with Hayabusa
Parse Windows event logs into fast timelines and detection-rich outputs so agents can triage suspicious host activity, search for known patterns, and hand investigators reviewable artifacts.
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Distill repository rules and workflows into reusable project skills with Skill-Based Architecture
Turn scattered project rules, workflows, and hard-won lessons into a structured skills directory that future agents can route through before making changes.
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Benchmark browser agents on repeatable Playwright web tasks with Bananalyzer
Run a repeatable evaluation suite for browser agents against static web task snapshots instead of judging them from demos or one-off tests.
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Gate AI-generated pull requests with evidence checks and quality barriers using Swarm Orchestrator
Run Copilot, Claude Code, or Codex on isolated branches, verify each agent claim against real repo evidence, and block merges until automated quality gates pass.
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Run agent CLIs in a capability-based local sandbox with snapshots and controlled egress using nono
Constrain Claude Code, Codex, OpenClaw, and similar agent CLIs inside a kernel-enforced local sandbox with explicit filesystem, network, credential, and snapshot controls.
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Run computer-use agents inside cross-OS desktop sandboxes with CUA
Launch computer-use agents in Linux, macOS, Windows, or Android sandboxes and drive full desktop tasks through screenshots, mouse, keyboard, and shell controls.
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Turn a plain-language brief into a multi-step video production pipeline with OpenMontage
Use OpenMontage when an agent should take a brief or reference video and run the research, scripting, asset generation, editing, subtitle, and render pipeline as one production workflow instead of treating each media tool as a separate manual step.