Claude Fable 5 Invented Its Own Debugging Workflow Without Being Asked
Claude Fable 5 autonomously built browser automation, wrote custom servers, and hacked templates to debug a CSS bug from a single screenshot. Here’s what…
Notes from Agency OS.
Product releases, field notes, and what we’re building.
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OpenAI Is Buying Ona to Give AI Agents Persistent Cloud Environments
OpenAI plans to acquire Ona to bring secure, persistent cloud environments to Codex. Here’s what it means for service businesses building on AI agents.
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DiffusionGemma Delivers 4x Faster Text Generation for Open Model Users
Google DeepMind’s new DiffusionGemma model generates text up to 4x faster than standard Gemma by drafting entire paragraphs at once. Here’s what service business…
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Claude 5 Fable Can Work for 10 Hours Unsupervised. Here’s What That Actually Means.
Anthropic’s Claude 5 Fable worked nine and a half hours on a single project with minimal human input. For service businesses, the shift from…
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OpenAI Just Filed Its S-1: What Every AI Service Business Should Know
OpenAI submitted a confidential S-1 draft to the SEC, starting its path to going public. Here’s what that means for service businesses building on…
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Microsoft Just Dropped 7 AI Models at Build, and They’re Not Messing Around
Microsoft released MAI-Thinking-1 and six other production-ready models with standout benchmarks, a 109-page tech report, and agent-native infrastructure. Here’s what service businesses should know.
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Axiom Math Is Betting That Provable AI Beats Guessing AI
Axiom scored 12/12 on the Putnam exam and 99% on a code verification benchmark. Their thesis: AI can’t truly scale reasoning without formal proofs.…
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GitHub’s Agent Traffic Grew 1400% and It’s Breaking Everything
GitHub COO Kyle Daigle explains how 1400% agent growth is straining CI/CD, code review, and infrastructure. Here’s what SaaS operators need to know about…
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Hackers Asked Meta’s AI Bot for Instagram Access. It Just Said Yes.
Meta’s AI support chatbot let attackers take over high-profile Instagram accounts by simply asking. Here’s what every business deploying AI agents needs to learn…
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Anthropic Just Filed to Go Public. Here’s What It Means for AI Service Businesses.
Anthropic confidentially submitted its S-1 to the SEC, signaling a potential IPO. For service businesses built on AI, this changes the competitive landscape in…
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