// Harnessing Agentic Evolution // Pay attention to this one if you run iterative agentic search loops. (bookmark it) AEvo splits the self-improvement loop into two jobs: > One proposes the next candidate. > The other watches what worked, what failed, and edits the procedure
AUTOMATION
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Designing with AI Agents and Data Integration in MagicPath
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Yes, of course. Like, let’s say you have your agent connected to a mixpanel MCP or a database or a CSV, you can design WITH that in MagicPath now!
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Grok Build CLI Beta Launched with AI Agent Features
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SPACEXAI : Grok Build CLI is now live in Beta for Grok Heavy users. It supports Skills, Subagents, Plugins, and Planning Mode. Heavy testing time /btw
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Optimiser les tâches avec Claude Code
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A small hack for my AI multi-taskers out there: I have so many Claude Code conversations running at once that I ask it to synthesize all of its action or my next action into single go/no-go sentences. That way, when I come back to my desk an hour later, the work is seamless.
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AGI ALPHA: public proof-layer for recursive self‑improving AI
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Recursive validated self-improving AI at $4.65B. AGI ALPHA is building the public proof layer. Not just AI that improves—
AI that proves, replays, audits, archives & compounds. Proof-bound. Enterprise-ready. Built in public. https://
github.com/MontrealAI/agi
alpha-first-real-loop
… #AGIALPHA #MontrealAI -
MagicPath: AI Tool Shaping the Future of Work Supervision
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We believe in a future where work is less about doing the thing, and more about supervising it. We've been using MagicPath internally for months. Everything you see here was built in it. It's been the perfect glimpse into the future of work.
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Real-time Multiplayer Canvas for Humans and AI Agents
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MagicPath is real-time multiplayer.
— Pietro Schirano (@skirano) 14 mai 2026
Humans and agents all access the same canvas, and it becomes the shared context for your team. Every person and every agent has a real-time presence on the canvas, so you can see who is working on what as it happens. pic.twitter.com/NSuptkJSu2MagicPath is real-time multiplayer. Humans and agents all access the same canvas, and it becomes the shared context for your team. Every person and every agent has a real-time presence on the canvas, so you can see who is working on what as it happens.
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MagicPath: Real Interactive Prototypes from Design and AI Agents
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Everything you make in MagicPath is a real, interactive prototype, not a static file. Real code, running in the browser, shareable with a link. Your design is not just how it looks but also how it works, all your intent is there when working with agents.
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MagicPath Agentic Design Tool Offers Cloud Access and Mobile AI Generation
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Because we built MagicPath to be fully agentic and in the cloud, you can access any project and design from anywhere.
— Pietro Schirano (@skirano) 14 mai 2026
If you use OpenClaw on your phone, ask for the latest design you made, or generate a new one, without ever opening the app. pic.twitter.com/ciLVYx23pcBecause we built MagicPath to be fully agentic and in the cloud, you can access any project and design from anywhere. If you use OpenClaw on your phone, ask for the latest design you made, or generate a new one, without ever opening the app.
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Easily Integrate External Agents with Custom Skills for Code Development
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Working with external agents is super easy, we built a skill.
Just open your favorite agent (Codex, Claude Code, Cursor, etc.) and paste this: "Install npx skills add https://
github.com/magicpathai/ag
ent-skills
… –skill magicpath" Or just use the npx command directly for more control.