AI
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Spent some time with Google Antigravity today and I think I’m starting to get it. Built a few agents to test it out. The agent manager stuff is genuinely interesting and seems useful. The planning features (spec-driven development) though? Not sold on those yet.
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Beads: Git-Native Issue Tracking for AI-Assisted Development
If you’re working with AI coding agents like Claude Code, you’ve probably noticed a friction point: context.
Every time you start a new session, you’re rebuilding mental state. What was I working on? What’s blocked? What’s next?
I’ve been using Beads, and it’s changed how I manage work across multiple AI sessions.
What Makes Beads Different?
Beads takes a fundamentally different approach. Issues live in your repo as a
.beads/issues.jsonlfile, syncing like any other code. This means:- No context switching: Your AI agent can read and update issues without leaving the terminal
- Always in sync: Issues travel with your branch and merge with your code
- Works offline: No internet required, just git
- Branch-aware: Issues can follow your branch workflow naturally
The CLI-first design is what makes it click with AI coding agents. When I’m working with Claude Code, I can say “check what’s ready to work on” and it runs
bd readyto find unblocked issues. No copying and pasting from a browser tab.Getting Started
Getting up and running takes about 30 seconds:
# Install Beads curl -sSL https://raw.githubusercontent.com/steveyegge/beads/main/scripts/install.sh | bash # Initialize in your repo bd init # Create your first issue bd create --title="Try out Beads" --type=taskFrom there, the workflow is straightforward:
bd readyshows issues with no blockersbd update <id> --status=in_progressto claim workbd close <id>when you’re donebd syncto commit beads changes
Why This Matters for AI Workflows
The real power shows up when you’re juggling multiple tasks across sessions. Your AI agent can:
- Pick up exactly where you left off by reading the issue state
- Track dependencies between tasks (this issue blocks that one)
- Create new issues for discovered work without breaking flow
- Close completed work and update status in real-time
I’ve found this especially useful for longer projects where I’m bouncing between features, bugs, and cleanup tasks. The AI doesn’t lose track because the state is right there in the repo.
Is It Right for You?
Beads isn’t trying to replace GitHub Issues for team collaboration or complex project management.
It’s designed for a specific workflow: developers using AI coding agents who want persistent, agent-friendly task tracking.
If you’re already working with Claude Code, Aider, or similar tools, give it a try. The setup cost is minimal, and you might find it solves a problem you didn’t realize you had.
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How to navigate the age of agentic AI | MIT Sloan
A new report from Sloan Management Review and BCG identifies four tensions that organizations must manage when rolling out agentic artificial intelligence.
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vibe is the bait, code is the switch.
Vibe coding gets people in the door. We all know the hooks. Once you’re actually building something real, you still need to understand what the code is doing. And that’s not a bad thing.
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Stay updated with the latest news, feature releases, and critical security and code quality blogs from CodeAnt AI.
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DeepWiki | AI documentation you can talk to, for every repo
DeepWiki provides up-to-date documentation you can talk to, for every repo in the world. Think Deep Research for GitHub - powered by Devin.
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The API management platform built for self-hosted control AI and agentic workloads distributed, low-latency scale Tyk gives you full control to secure, govern, and scale the APIs that move your data, models, and decisions,across any cloud, hybrid, or on-prem environment. Start for free Get a demo Powering the world’s best companies Your vision, powered by Tyk Your APIs. Your infrastructure. Your […]
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Cabina.AI: All-In-One AI assistant platform | Best AI chat workspace for you needs
Free access to GPT-4 O1, Claude, LLama, Runway, Flux, Lumalabs, Stability, Gemini & more. Chat with PDF (RAG), analyze files, AI transcribe audio, generate video & images, AI Summarizer & In-Paint editor: all AI tools in one place. Generate AI content easy or compare LLMs in one chat or test & improve your prompts. Start free with Cabina.AI workspace now
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steveyegge/gastown: Gas Town - multi-agent workspace manager
Gas Town - multi-agent workspace manager
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Shadcn Studio - Shadcn UI Components, Blocks & Templates
Accelerate your project development with ready-to-use, & customizable 1000+ Shadcn UI Components, Blocks, UI Kit, Boilerplate, Templates & Themes with AI Tools.