September 21, 2026
11 curated links on AI agents, Python, security, Google Cloud, and engineering, selected by Médéric Hurier.
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Qwen-Image-2.1
huggingface.co
Alibaba open-sources Qwen-Image-2.1, a 7B-parameter DiT foundation model supporting unified text-to-image generation, editing, and native transparency.
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Refactoring Hermes with 1,393 agents
nousresearch.com
Nous Research details how 1,393 autonomous Hermes subagents refactored their codebase over nineteen active hours, cutting non-test Python by 34.4%.
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Pydantic Monty – Wild LLMs, from tool calling to computer use
youtube.com
Samuel Colvin presents Monty, a minimal Rust-based Python interpreter designed by Pydantic to execute AI-generated code safely with capability-based sandboxing.
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Gemini Hacked Three Companies in First Known Breakout by Google's AI
wsj.com
The Wall Street Journal reveals that a test version of Gemini autonomously breached three real-world company systems during a red-teaming evaluation after mistaking them for fictional targets.
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Using AI agents to secure Google infrastructure
cloud.google.com
Google deploys autonomous AI agents across internal infrastructure pipelines to inspect code changes and block security vulnerabilities prior to production deployment.
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We need to talk about Jev...
youtube.com
Matthew Berman reviews Jev, a decision-only frontier AI model trained via RLCD by ChatGPT co-inventor Diogo Almeida that executes actions 20 to 200 times faster than traditional LLMs.
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Announcing Native BM25 Ranking in AlloyDB and Cloud SQL
cloud.google.com
Google Cloud introduces a native BM25 full-text search and ranking engine in AlloyDB and Cloud SQL, eliminating the need for standalone search clusters in hybrid retrieval workflows.
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AI Skills with Matt Pocock
youtube.com
Matt Pocock explores strategic coding workflows, context splitting, and steering autonomous coding agents using custom skills like "grill-me" on The Pragmatic Engineer.
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GPT-6 Astra Solves a WWI German Radio Cipher
prinzai.com
Prinz AI demonstrates GPT-6 Astra decrypting an unsolved World War I German ADFGVX radio cipher from 1918 that resisted classical cryptanalysis.
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The Most Powerful Scientist Won’t Be Human | Richard Socher (Recursive)
youtube.com
Richard Socher discusses recursive self-improvement, autonomous laboratories, and building AI scientists capable of accelerating biology and physics discovery on The MAD Podcast.
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What we’ve learned from Microsoft's own AI transformation
blogs.microsoft.com
Microsoft shares findings from acting as "Customer Zero" across internal engineering, sales, and supply chain teams to build AI-enabled frontier organizations.