codex seems to lose track of its subagents sometimes and forget to push them forward. the fix is to use a heartbeat sweep. just queue this up in your orchestrator thread: Heartbeat sweep. Do a full orchestrator pass across all work in flight right now and keep executing until
CODE
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5 Essential Graph Algorithms for Knowledge Graphs and Network Science
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5 Graph #Algorithms to know (because #KnowledgeGraphs are the future = “All the world is a graph”): https://
neetcode.io/courses/lesson
s/5-graph-algorithms
…
+
#NetworkScience books:
1) http://
amzn.to/2WiJxff
2) http://
amzn.to/3Slnuka
——
#LinkedData #GraphDB #DataScience #AI #ML #RAG #LLMs #Python -
Gemini Excels in Benchmarks, Becoming Top AI for Code
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The ACM Turing Award will be announced tomorrow. Any guesses on who won it?
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Composer Uses RL Self-Summarization to Cut Compaction Error 50%
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We trained Composer to self-summarize through RL instead of a prompt. This reduces the error from compaction by 50% and allows Composer to succeed on challenging coding tasks requiring hundreds of actions.
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Building Reliable Agents for Production Deployment
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💫 New LangChain Academy Course: Building Reliable Agents 💫
— LangChain (@LangChain) 17 mars 2026
Shipping agents to production is hard. Traditional software is deterministic – when something breaks, you check the logs and fix the code. But agents rely on non-deterministic models.
Add multi-step reasoning, tool… pic.twitter.com/fWt2UhHQEbNew LangChain Academy Course: Building Reliable Agents Shipping agents to production is hard. Traditional software is deterministic – when something breaks, you check the logs and fix the code. But agents rely on non-deterministic models. Add multi-step reasoning, tool
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Win $10,000 by Building March Madness Brackets on Replit
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$10,000 cash. For college students.
— Replit ⠕ (@Replit) 17 mars 2026
Takes 30 seconds.
Build your March Madness bracket on Replit (or let AI do it).
One bracket per person.
If your picks win, you win or split the $10K.
No fees. No catch.
Link below ↓ pic.twitter.com/52haq6gKlZ$10,000 cash. For college students. Takes 30 seconds. Build your March Madness bracket on Replit (or let AI do it). One bracket per person.
If your picks win, you win or split the $10K. No fees. No catch. Link below ↓ -
Anthropic Claude-in-Chrome Plugin Security Vulnerability Concerns
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How come @AnthropicAI can't even reply to an issue like this? github.com/anthropics/claude… The issue claims that the per-domain permissions on their Claude-in-Chrome plugin can be bypassed on disk. This means that if Claude has access to write to this file (under your username, in your home directory), it has permission to bypass the only permission boundary allowing full take-over of your browser for any site that isn't on their explicit block list (financial institutions etc). It's not reasonable to rely on the model's decisions as a security model. The binary question is, what could the agent do if some input text convinced it to? And if you install the Claude-in-Chrome plugin, the answer is "take over your whole browser, with all your logged in sessions". It's very irresponsible to be shipping this stuff and pushing it as a default, while being absolutely nowhere on security . My Claude had the Chrome MCP server on by default, and then it tries to use it and complains that the plugin isn't installed. Matthew Honnibal (@honnibal) It's insane that @AnthropicAI shipped the Claude-in-Chrome integration as a default. The only actual security boundary is per-domain, once you've allowed it to access a domain it can do anything. If you're building a web app just get it to generate a Playwright-based MCP tool — https://nitter.net/honnibal/status/2033912367365464397#m
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Using Codex Subagents to Resolve Production Issues
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guess when i started using codex subagents to resolve my production issues lol
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LennysData.com: Agentic Engineering for Data Platform Launch
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Big thank you to @talraviv @clairevo @estelopez_ and Ben Shih for helping me beta-test and refine http://
LennysData.com (which I proudly “agentically engineered” myself ) -
Avatar Duet: AI Conversation Loop with Runway Integration
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You can try this with a Runway key here: avatar-duet.vercel.app/ It's simple, just routes each other's audio to the other instead of the mic. Code link in the page. I'm wondering if they'll eventually find that "spiritual bliss attractor" state if they talk long enough.
→ View original post on X — @genekogan, 2026-03-17 17:27 UTC