CODE - AI Dynamics

Engagement on OSS Efforts and the Irrelevance of Commits with Agents

By

@yoheinakajima

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23 March 2026 18h42

three layers of security for agents: machine isolation, capabilities limitation, and runtime validation

→ View original post on X — @yoheinakajima

23 March 2026

Claude Code Powers Personal Finance Situation Monitor Dashboard

By

@levelsio

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23 March 2026 18h24

Added live investment returns now to my revenue chart on my new Situation Monitor dashboard I built with Claude Code You can see the center bars are my projects revenue and then those green spikes are (mostly S&P500) investment returns Some months they very are up and I

→ View original post on X — @levelsio

23 March 2026

PlayerZero: An AI Production Engineer Tool

By

@kimmonismus

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23 March 2026 18h03

PlayerZero is literally an AI production engineer. Check them out here:

→ View original post on X — @kimmonismus

23 March 2026

Context Graph Revolution in Agentic Coding Systems

By

@kimmonismus

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23 March 2026 18h03

Agentic coding just got a major upgrade nobody is talking about.

There's now a context graph that sits on top of your entire production system. Your codebase, your incidents, your customer tickets, all connected into one living model.

When a PR opens, it already knows what's… https://t.co/0gBIL6wCxn pic.twitter.com/TSr6veLSS3
— Chubby♨️ (@kimmonismus) 23 mars 2026

Agentic coding just got a major upgrade nobody is talking about. There's now a context graph that sits on top of your entire production system. Your codebase, your incidents, your customer tickets, all connected into one living model. When a PR opens, it already knows what's

→ View original post on X — @kimmonismus

23 March 2026

LangSmith Webhooks: Get Slack Notifications When Agents Complete

By

@langchain

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23 March 2026 18h00

Tired of constantly checking if your long-running agent is done? Use the LangSmith Deployment webhook feature to send a slack ping when your run finishes! Here's how to wire it up in a couple of minutes https://
youtu.be/SR6eTBb0k2U Docs: https://
docs.langchain.com/langsmith/use-
webhooks
…

→ View original post on X — @langchain

23 March 2026

Cursor Builds Instant Grep to Search Millions of Files in Milliseconds

By

@cursor_ai

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23 March 2026 17h47

Cursor can now search millions of files and find results in milliseconds. This dramatically speeds up how fast agents complete tasks. We're sharing how we built Instant Grep, including the algorithms and tradeoffs behind the design.

→ View original post on X — @cursor_ai

23 March 2026

Executive ELT Training Sessions Claude Code Codex

By

@danshipper

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23 March 2026 17h40

we do 1-day ELT training sessions for top startups and Fortune 500s if you're an executive and want to get your hands in Claude Code, Codex, and more:

→ View original post on X — @danshipper

23 March 2026

Pretraining LLMs entirely on Hugging Face Hub infrastructure

By

@thom_wolf

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23 March 2026 17h29

You can now pretrain LLMs entirely on the HF Hub 💥 Last week, @OpenAI launched a competition to see who can pretrain the best LLM in under 10 minutes. So over the weekend, I made a little demo to automate this end-to-end using the Hub as the infra layer: – Jobs to scale compute – Buckets to store all experiments – Trackio to log all the metrics The cool thing here is that everything is launched locally: no ssh shenanigans into a cluster or fighting with colleagues over storage and GPUs ⚔️ All that's left is coming up with new ideas, but luckily Codex can automate that part too 😁 Can I have a job now please @reach_vb 🙏?

→ View original post on X — @thom_wolf, 2026-03-23 16:29 UTC

23 March 2026