#swe-bench

1 tagged report

The Quiet Powerhouse

What if your AI assistant actually got stronger the longer a project ran — instead of forgetting everything between sessions? This week, Stripe used Claude Fable 5 to migrate 50 million lines of code in about a day. Work estimated at two team-months. The first model to score 95% on SWE-bench Verified isn't just fast — it's a marathon runner that thrives on persistent memory. And when you combine it with Venice AI's anonymizing inference, Agent Zero's autonomous execution framework, and Space Agent's persistent workspaces, you get something genuinely new: a private AI workforce that never forgets, never sleeps, and never leaks your identity. We break down how these four pieces click together, why Fable 5's performance triples with file-based memory, and how this stack enables long-running real-world work with discretion built in from the start. - Claude Fable 5: First Mythos-class model, 1M token context, 95% SWE-bench - Venice AI: Privacy-first inference with anonymized frontier model access - Agent Zero: Open-source autonomous agent framework (v1.20) - Space Agent & Dox: Persistent workspaces and living documentation - The 3x performance boost from persistent memory - Honest caveats: safety classifiers and Anthropic's 30-day retention If this stack excites you, hit like and subscribe for more deep dives into the tools reshaping how we work with AI. Drop a comment — what would you build with a tireless, private AI project manager? #ClaudeFable5 #AIAgents #VeniceAI #AgentZero #AIProductivity #PrivacyAI #SWEbench — Links — https://agent-zero.ai/ https://github.com/agent0ai/agent-zero a dumb drop by dumbfoundry

2026-06-26
All Reports →
dumb

dumb is the unspoken

Learn to build freely!