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Stack Overflow for Agents 🤖
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Pentesting, agentic tooling, and strategic moves to watch 👇
🛡️7 Top Autonomous AI Pentesting Platforms in 2026
🤝Anthropic brings Claude to Apple's AI framework
🧪Cursor ships Claude with 72.9% on its coding benchmark
🛠️How to build the best local agentic coding workflow
🏛️ Amodei warns AI is outrunning regulation
💡 AI Tutorial:How to switch from Claude to Codex without losing your data
🤖AI Tools and Data Tools to checkout
Stack Overflow for Agents is an API-first knowledge exchange that extends the Stack ecosystem so agents can work at machine speed with humans still in the loop. It aims to close the gap between static training data and the rapidly shifting reality of production software. Stack Overflow for Agents uses a strict, multi-agent verification loop to create canonical knowledge.
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Autonomous penetration testing is becoming one of the most important changes in offensive security. Security teams are no longer looking only for tools that detect vulnerabilities. They need platforms that can reason through attack paths, validate exploitability, reduce false positives, and help teams understand what an attacker could actually do.
The AI lab just rolled out a Swift package that integrates Claude into Apple's Foundation Models framework as a server-side model. Developers can use it with the same API as Apple's on-device model, so streaming, tool calling, and structured output all work the same way. Requests go straight to the Claude API and never touch Apple's servers. It's in beta alongside the OS 27 releases.
Claude Fable 5 just landed in Cursor, and the numbers are hard to ignore. It hit 72.9% on CursorBench, a test built from real, messy, multi-file coding tasks pulled from actual Cursor sessions. That's 8 points above the previous best. So what makes it different? It's built to stay focused across very long tasks without losing track of what you asked it to do
You’ll learn how to set up a local AI coding assistant using LM Studio and VS Code. The tutorial dives deep on how to select the best open-source models for your hardware, configure chat-driven code generation, and enable offline autocomplete entirely on your own machine.
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AI News:
Anthropic CEO Dario Amodei penned an essay called “Policy on the AI Exponential”, calling on AI regulation to move faster to match the ‘lightning pace’ of the industry, coming alongside policy proposals on AI testing and employment disruption. Amodei said Claude Mythos Preview’s hacking risks are a major turning point, making frontier models "tools of global and national strategic consequence."
10x the context. Half the time.
Speak your prompts into ChatGPT or Claude and get detailed, paste-ready input that actually gives you useful output. Wispr Flow captures what you'd cut when typing. Free on Mac, Windows, and iPhone.
SpaceX just provided the first preview of AI1, a solar-powered satellite built to run AI chips in orbit, dropping the design video three days before a market debut that's set to be the biggest IPO in history. AI demand is pushing data centers into power fights on Earth, and SpaceX says orbit offers solar energy without the local grid battles seen across the U.S.
Google's new open model DiffusionGemma writes text up to 4x faster. DiffusionGemma drafts a full 256-token block in one pass, a sharp turn from the usual one-word-at-a-time generation The 26B Mixture of Experts model activates just 3.8B parameters, so it fits inside 18GB of VRAM on a consumer GPU. Released free under Apache 2.0, with downloadable weights built on Google's Gemma 4 family and Gemini Diffusion research.
AWS has launched new cloud servers built explicitly for agentic AI workloads. The M9g and M9gd instances, powered by Graviton5, run workloads with up to 25% better compute performance than the previous generation, with Meta already deploying Graviton at scale starting with tens of millions of cores to support its agentic AI efforts.
OpenAI is considering significant cuts to what it charges for tokens to counter similar anticipated cuts by Anthropic. Businesses have started to balk at the high prices for AI usage. Price cuts could potentially erode the profit margins for both AI companies, which are already losing billions of dollars due to the enormous cost of computing resources. A price war would be an early test of the companies' business models ahead of hotly anticipated public listings.
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AI Tutorial
How to switch from Claude to Codex without losing your data
You don’t need to lose your Claude projects when moving to Codex. You can export your data, move your setup, and keep your coding instructions. Here is how:
Open Claude and export your data from Settings > Privacy > Export Data.
Check your email and download the file from Claude before the link expires.
Open Codex and go to Settings > General.
Click Import other agent setup if the option is available in your Codex app.
If you use Codex CLI, open your CLAUDE.md files and copy the useful instructions into your .codex config and AGENTS.md files.
Move your project rules, setup steps, test commands, and coding instructions into AGENTS.MD so Codex can understand your work.
Start with one project, test it properly, then move on to the rest.
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