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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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Record terminal demos and reproducible CLI walkthroughs with asciinema
Capture a terminal session as a replayable cast when an agent needs a text-native CLI repro or walkthrough instead of a generic screen recording.
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Probe Kubernetes clusters for exposed attack paths with kube-hunter
Assess a Kubernetes cluster from the attacker viewpoint when an agent needs exposure-focused findings instead of a general cluster scanner listing.
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Scan LLM-generated code before use with CodeShield
Run CodeShield on model-produced code or command suggestions before they reach a user, a repo, or an execution step, so insecure patterns get blocked or warned on first.
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Capture low-level Kubernetes runtime evidence with Inspektor Gadget
Run named Inspektor Gadget traces and snapshots when an agent needs eBPF-backed runtime evidence from pods, containers, or nodes that ordinary logs and metrics do not expose.
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Decode, inspect, sign, and verify JWTs while debugging auth flows with jwt-cli
Decode JWTs, inspect claims, and verify or sign tokens with local keys during auth debugging and test setup.
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Load-test an HTTP endpoint with a fast reproducible CLI probe using oha
Run a quick concurrent HTTP benchmark against a URL before deeper performance work or regression triage.
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Capture a live webpage as a clean PDF or readable archive for offline review with Percollate
Turn a live webpage into a clean offline artifact such as a PDF or readable archive for review, citation, or handoff.
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Run only the relevant linters and formatters on changed files with Precious
Run just the applicable quality checks on changed files so pre-commit and CI feedback stays fast and targeted.
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Audit Python dependency sets for known vulnerabilities before release or environment promotion with Safety
Scan Python requirements and environments for known vulnerable or malicious packages before they move further through delivery or promotion workflows.
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Run .http and .rest request files with variables, hooks, and assertions during local or CI checks with httpYac
Execute repository-stored HTTP request files from the command line so API smoke tests, assertions, and environment-driven checks can run without a GUI client.