The best way to level up from 1 agent => many agents. No more cycling between terminal tabs https://t.co/PjQpKdi1aO
— Boris Cherny (@bcherny) 11 mai 2026
The best way to level up from 1 agent => many agents. No more cycling between terminal tabs
AUTOMATION
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Scaling from Single to Multi-Agent Workflows
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Agentic Context Engineering: Evolving AI Context Over Time
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Instead of treating prompts as static, Agentic Context Engineering (ACE) explores how context can evolve over time through generation, reflection, and curation. Read the paper
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OpenAI Unveils Daybreak: AI Agent System for Automated Cybersecurity Workflows
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OpenAI acaba de presentar el futuro de la ciberseguridad automatizada.
— Nico (@nicos_ai) 11 mai 2026
Ha presentado Daybreak, un sistema de agentes de IA que:
• detectan vulnerabilidades
• validan fixes
• automatizan workflows completos de seguridad
Y esto ya no parece un simple copiloto.
→ Daybreak… https://t.co/VW8N7HxxN9 pic.twitter.com/HEuKfwbvLCOpenAI has just unveiled the future of automated cybersecurity. It has introduced Daybreak, an AI agent system that: • detects vulnerabilities
• validates fixes
• automates complete security workflows And this no longer feels like a mere copilot. → Daybreak combines -
OpenAI Launches Daybreak, an Agentic Cybersecurity Tool
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OpenAI just launched a new cybersecurity product called 'Daybreak' that pairs GPT-5.5 with Codex to act as an agentic security team across a codebase.
— The Rundown AI (@TheRundownAI) 11 mai 2026
The product scans repositories, identifies vulnerabilities, generates patches, and automates detection and response.
It ships… pic.twitter.com/WdZkgIPZMoOpenAI has just unveiled a new cybersecurity product named 'Daybreak,' which combines GPT-5.5 with Codex to function as an autonomous security team for a codebase. The tool scans repositories, detects vulnerabilities, generates patches, and automates threat detection and response. It is now available.
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Defense AI Transformation: Accelerating Deployment and Retraining Timelines
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6 months → 6 days.
— Domino Data Lab (@DominoDataLab) 11 mai 2026
That's the new deployment timeline for the US Navy's automatic target recognition system — running at the wet edge, on ships at sea.
Model retraining: 12 mos. → 6 days.
That's defense AI transformation defense. Watch the webinar: https://t.co/ynPaeynI68 pic.twitter.com/ppcG8nUYtt6 months → 6 days. That's the new deployment timeline for the US Navy's automatic target recognition system — running at the wet edge, on ships at sea. Model retraining: 12 mos. → 6 days. That's defense AI transformation defense. Watch the webinar: https://
hubs.ly/Q04g6fvk0 -
Cursor AI Agent Integration Now Available in Microsoft Teams
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Cursor is now available in Microsoft Teams.
— Cursor (@cursor_ai) 11 mai 2026
Mention @Cursor in any channel to delegate tasks to an agent or pull information from Cursor into Teams. pic.twitter.com/dasXpc8rgCCursor is now available in Microsoft Teams. Mention @Cursor in any channel to delegate tasks to an agent or pull information from Cursor into Teams.
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The Evolution and Challenges of AI Coding Agents
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The question has moved past whether coding agents can produce code that works. The harder question is whether they can complete real software work safely, measurably, and repeatedly — and how we supervise it. Great piece by @realjustinbauer on the evolution of coding agents and
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Quebec.AI Sovereign Manifesto: Becoming AI‑First Enterprises
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QUEBEC.AI Sovereign Manifesto / Manifeste souverain. Next great enterprises won’t just use AI.
They become AI‑First intelligence organizations. Agents discover.
Validators prove.
Memory preserves.
Governance controls.
The enterprise compounds. Frontier. AI‑First. -
Using LLM CLI tools for executable scripts in shebang lines
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New TIL: I figured out how to use my LLM CLI tool in a shebang line, which means you can write executable scripts in English, or hook up more complex scripts with a snippet of YAML template
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AI models Claude and MiniMax AI for faster workflows and lower costs
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What happens when you keep Claude for orchestration and hand focused coding tasks to @MiniMax_AI on SambaNova? Faster workflows and dramatically lower cost. Join us live at AI Week Italy to see it in action. May 21 | 6:30 PM Pre-register https://
app.aiplay.it/programs/samba
nova-plan-with-claude-build-with-minimax-cutting-ai-coding-spend-with-a-two-model-workflow-on-sambanova?category_id=282680
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