Translation

AI Specialists Ready to Transform Your Workflow

Agency-Agents is an open-source Python framework for building multi-agent AI systems. It enables developers to orchestrate specialized AI agents that collaborate to automate complex workflows and tasks.

Background

- This is an open-source GitHub project called "agency-agents" by developer Michał Sitarzewski. It's a Python framework for building multi-agent AI systems — essentially letting multiple AI agents (like GPT-4, Claude, or local models) work together on complex tasks, delegate subtasks to each other, and communicate in structured ways. - Unlike simpler "single agent" setups (e.g., just chatting with ChatGPT), this project focuses on agent-to-agent collaboration, hierarchical task management, and tool use. It's part of a broader trend in 2024-2025 where developers move beyond single LLM calls toward autonomous agent swarms. - Key concepts: "agents" (AI workers with specific roles), "tools" (functions agents can call), "delegation" (one agent handing work to another), and "communication protocols" (how agents exchange messages). - The repo provides examples like a research team where one agent gathers info and another writes a report, or a coding pipeline where agents handle planning, coding, and review separately.

RT Max Weinbach: I had early access to this model and I'll post more Thursday, but I think the most impressive part is this model NEVER GIVES UP If yo...
9.0
Max Weinbach says he had early access to OpenAI's new model GPT-5.6 Sol, calling it his favorite model by far. He highlights that it never gives up and will keep reasoning until it's done. OpenAI announced that GPT-5.6 Sol, along with Terra and Luna, will launch publicly on Thursday, with preview access expanding globally now.
Statement on the US government directive to suspend access to Fable 5 and Mythos 5
9.0
The US government ordered Anthropic to suspend access to its Fable 5 and Mythos 5 models for all customers, citing a potential jailbreak technique that involved asking the model to review a codebase for vulnerabilities—a capability Anthropic says is available in other public models. Access was abruptly cut off on June 12.
This is a super exciting release - Claude Fable 5 is the same underlying model as Mythos but with added safeguards. The benchmarks are great and it's ...
9.0
Andrej Karpathy announces the release of Claude Fable 5, the same underlying model as Mythos but with added safeguards. He calls it a major step forward, particularly for long problem-solving sessions on difficult tasks, and describes it as state-of-the-art on nearly all benchmarks with exceptional performance in software engineering, research, and vision.
RT Roman Storm 🇺🇸 🌪️: The gov't theory in my case isn't about me. It's a template. Under US v. Storm, "money transmitting" no longer require...
8.5
Roman Storm warns that the legal theory in his case could set a precedent making open-source developers liable for how others use their code, potentially criminalizing the mere publication of privacy, messaging, or crypto tools. He notes that developer Michael Lewellen cannot publish lawful code due to prosecution fears, and argues this chilling effect extends beyond any single case.
‘Why Is Meta Destroying Its Engineering Organization?’
8.5
Meta's engineering culture is deteriorating under Mark Zuckerberg and Scale AI CEO Alexandr Wang, who have introduced keyboard tracking, reassignments to data labeling, and AI-centric performance metrics. Critics argue this incentivizes performative AI use, drives away experienced engineers, and contributed to a major Instagram hijacking incident caused by AI-written and AI-reviewed code.

AI Specialists Ready to Transform Your Workflow

Background

Related stories

RT Max Weinbach: I had early access to this model and I'll post more Thursday, but I think the most impressive part is this model NEVER GIVES UP If yo...

Statement on the US government directive to suspend access to Fable 5 and Mythos 5

This is a super exciting release - Claude Fable 5 is the same underlying model as Mythos but with added safeguards. The benchmarks are great and it's ...

RT Roman Storm 🇺🇸 🌪️: The gov't theory in my case isn't about me. It's a template. Under US v. Storm, "money transmitting" no longer require...

‘Why Is Meta Destroying Its Engineering Organization?’