Me: Build a CLI for ~anything you do AI-wise, even if you never expose the CLI outside of your own team. It's trivial to expose to everything from automated testing to loops in using Claude Code or other modern tools, etc etc. You can always upgrade the CLI to an MCP ~trivially.
CODE
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Self-Improving Multi-Agent System with Google Gemini
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Self-improving agent skills built with Google Agent Development Kit and Gemini 3. This multi-agent system that takes any agent skill, runs it against test scenarios, diagnoses failures, and fixes itself. 100% Opensource.
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LangSmith Deployments: Moving AI Agents to Production
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Building agents locally does not mean they’re ready to deploy in production LangSmith deployments helps with that
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Async Subagents: Non-blocking Event Loop Architecture
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Big release here! Async subagents will become more and more of a thing, as subagents get longer running and you don’t want to block the event loop
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Custom Auth for Per-User Data Isolation in AI Deployment
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One deployment, isolated data per user. Add custom auth so every user gets their own scoped threads, runs, and conversation history — with per-user data isolation and role-based access using any auth provider. Full walkthrough: https://
youtu.be/DkNqgCz8cjE Docs: -
Jesse Genet Builds 11-Agent Stack for Homeschooling and Household Management
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Jesse Genet's agent stack for homeschooling and running her household with 4 kids under 6, via @a16z:
— The Rundown AI (@TheRundownAI) 14 avril 2026
11 OpenClaw agents on dedicated Mac Minis. Claude Code to build them. Obsidian for knowledge.
Claire is her AI chief of staff. Sylvie plans the curriculum. Cole writes code.… pic.twitter.com/zzuj3uYR4ZJesse Genet's agent stack for homeschooling and running her household with 4 kids under 6, via @a16z
: 11 OpenClaw agents on dedicated Mac Minis. Claude Code to build them. Obsidian for knowledge. Claire is her AI chief of staff. Sylvie plans the curriculum. Cole writes code. -
Build Sentry Automation Using Marketplace Templates
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Start building a Sentry automation with a template from our marketplace:
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Cursor Automations adds Sentry event-based triggers for automated issue resolution
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Cursor Automations now support event-based triggers for Sentry.
— Cursor (@cursor_ai) 14 avril 2026
Set up agents that automatically respond to new issues, investigate root causes, open PRs with fixes, and post summaries to Slack. pic.twitter.com/qeOqsZK6t2Cursor Automations now support event-based triggers for Sentry. Set up agents that automatically respond to new issues, investigate root causes, open PRs with fixes, and post summaries to Slack.
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Claude Code Assessment: Impressive but Still Flawed
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1. thanks, that essay is indeed very good and checks out with my take from people i trust and (my own limited experience) 2. in my tweet/substack on this I was pretty clear that i think Claude Code was impressive but still flawed. I don’t think we are disagreeing that much.
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Governing 100x Code: Next Decade Software Challenge
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Jevons paradox but for apps haha, the next decade is going to be about who can govern 100x more code not write it.