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News, launch notes, guides, and comparisons for builders exploring reusable AI agent skills, trust signals, and ecosystem shifts.
Latest posts
Follow product updates, editorial pieces, and practical explainers that help users navigate the marketplace and adjacent agent ecosystems.
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Use an escalating scrape strategy in Claude Code before reaching for browser automation
Start with cheap static fetches, escalate to a browser only when needed, validate findings, and turn the result into a production-ready scraping approach.
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Test Claude Code plugin and skill triggering with staged eval runs using cc-plugin-eval
Run staged evaluations against a Claude Code plugin to verify that skills, agents, commands, hooks, and MCP components trigger when they should.
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Start governed Claude Code sessions with short-lived service credentials using Kontext CLI
Inject short-lived, scoped service credentials into Claude Code sessions so agents can reach approved systems without exposing raw secrets.
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Turn Lark meeting transcripts into action items and follow-up tasks
Read a Lark Minutes transcript, extract explicit and implied follow-ups, then let the agent execute selected tasks instead of leaving them as notes.
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Run Claude Code inside GitHub Actions for scoped fix, review, and triage loops on pull requests and issues
Use Claude Code as a bounded GitHub Actions worker for PR reviews, issue follow-up, and repository automation that stays inside normal workflow triggers and runner policy.
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Gate pull requests with targeted diff-aware AI security review using Claude Code Security Review
Run a Claude Code powered security review pass on trusted pull requests so suspicious auth, secret, injection, and unsafe logic changes surface before merge.
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Embed bounded Claude Code sessions into Python automation with the Claude Agent SDK
Use the Claude Agent SDK for Python when an existing script or service needs to delegate scoped repo work to Claude Code and consume structured responses programmatically.
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Run Claude Code with spec-driven quality gates via Pilot Shell
Wrap Claude Code sessions in a spec, approval, and verification workflow before risky implementation work lands.
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Run Claude Code through repeatable command and persona workflows with SuperClaude
Turn Claude Code into a command-driven workflow surface for research, planning, implementation, testing, and review instead of steering every step ad hoc.
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Evaluate B2B software vendors by interrogating their agents and scoring the evidence with buyer-eval-skill
Use Claude Code to run a structured vendor diligence workflow that questions vendor agents, cross-checks claims, and returns evidence-backed scorecards.