OpenAI connects Codex with Dell on-prem AI Data Platform

#1 📝 OpenAI News

OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises enterprise environments - Codex—used by more than 4 million developers weekly—will connect with Dell’s on‑premises AI Data Platform and is being explored for integration with the Dell AI Factory so enterprises can deploy Codex and Codex‑powered agents closer to internal codebases, documentation, business systems, and workflows in hybrid or on‑premises environments. The collaboration aims to provide the controls and infrastructure to build, test, automate, analyze, and deploy AI applications (including ChatGPT Enterprise and API solutions) against governed enterprise data on Dell infrastructure.

#2 𝕏

Sam Altman launched ChatGPT Images 2.0 in India, where users have already generated over 1 billion images.

#3 📝 Anthropic News

Anthropic acquires Stainless - Anthropic announced it has acquired Stainless, a company founded in 2022 that has powered every official Anthropic SDK and whose tooling generates SDKs, CLIs, and MCP servers for hundreds of companies across languages including TypeScript, Python, Go, Java, and Kotlin. The acquisition is intended to integrate Stainless’s SDK and server tooling into Anthropic’s MCP to improve Claude’s agent connectivity and developer experience.

#4 𝕏

Anthropic is acquiring @stainlessapi, the SDK and MCP server platform that’s powered every Anthropic SDK since day one, to streamline and integrate its API tooling.

#5 📝 Claude Code Blog

New in Claude Managed Agents: self-hosted sandboxes and MCP tunnels - Announcement introducing self-hosted sandboxes and MCP tunnels for Claude Managed Agents to enable more secure, private, and flexible deployments and connectivity. These updates aim to help teams run agent workloads in their own environments while maintaining management and orchestration via Claude.

#6 𝕏

Claude doubled token limits across every Claude Design plan, letting users generate twice the content per session.

#7 𝕏

Qwen previewed Qwen3.7-Max-Preview and Qwen3.7-Plus-Preview on Arena, elevating Alibaba to #6 in text labs and #5 in vision labs. Full Qwen3.7 series models will be released soon.

#8 𝕏

NVIDIA AI released OpenShell v0.0.43 with bidirectional TTY streaming, OIDC auth in the TUI, decoupled HTTPS/mTLS, and TOML gateway configs (RFC 0003). It also boots sandboxes from ext4 disks and removes DNS mapping to block exfiltration.

#9 𝕏

DeepLearning.AI launched “AI Andrew,” a personalized AI companion that mirrors Andrew Ng’s communication style and mentoring approach for AI, career, and personal growth conversations. Plus: the U.S.

#10 𝕏

Cursor scaled Composer’s training, built more complex RL environments, and introduced new learning methods. For example, they now use text feedback during RL to assign credit across rollouts of hundreds of thousands of tokens for faster learning.

#11 📝 Mario Zechner

Project Glasswing: what Mythos showed us - Cloudflare ran Anthropic’s Mythos Preview as part of Project Glasswing against more than fifty internal repositories and found it could chain multiple low‑severity primitives into working exploits and autonomously write, compile, run, and iterate on proof‑of‑concept code. The model produced fewer hedged findings and clearer reproduction steps than prior frontier models, but its emergent refusals were inconsistent, it lacked broader safety safeguards, and memory‑unsafe languages plus model bias still drive high false‑positive noise.

#12 𝕏

Philipp Schmid published a new guide for streaming in the Gemini Interactions API to make building streaming applications super easy. Just point your agent to it and let it handle the rest.

#13 𝕏

Thariq shares a prompt to “implement ” while maintaining a live implementation-notes.html (or Markdown) that records spec gaps, design decisions, changes, and trade-offs.

#14 𝕏

Cognition’s Auto-Triage connects Devin to Slack, Linear, GitHub, schedules, webhooks, observability tools, tickets, alerts, and code—automatically kicking off investigations whenever an issue pops up.

#15 𝕏

LlamaIndex 🦙 launched ParseBench, the first document OCR benchmark built to measure AI agents’ real-world parsing needs. Join their live webinar to see how it fills gaps left by existing benchmarks.

#16 𝕏

Guillermo Rauch unveils Vercel’s new agent-friendly firewall with near-instant global rule propagation (~300 ms). That crushes the industry norm of minutes-long rollout times for typical CDN/WAF setups.

#17 𝕏

Garry Tan used a metaprompt to have GBrain read the README as a first-time user, rate it on clarity and onboarding (0–10), suggest improvements to achieve a perfect score, then automatically implement them.

#18 𝕏

Santiago unveils an orchestration layer for AI agents, simplifying the complex task of running and coordinating multiple agents simultaneously.

#19 𝕏

Dharmesh Shah says HubSpot is launching an agentic experience (AX) so AI agents can natively configure the platform, create dashboards, and fully manage the CRM instead of relying on a human UX.

#20 𝕏

clem 🤗 announced an enterprise on-prem/local AI solution built on Hugging Face open-source models in partnership with Dell at Dell Technologies World. He argues it’s a cheaper, faster, and safer alternative to cloud APIs to ease GPU shortages.

#21 𝕏

Peter Yang highlights Anthropic’s Alex Albert on building the next Claude by tightly coupling the model with tailored “harnesses” for each surface (Claude, Cowork, Claude Code) and introducing memory-pruning “dream” cycles, while centering evaluations on real user feedback cl...

#22 𝕏

Lenny Rachitsky coins “HTML is the new markdown,” showing how HTML artifacts can serve as interactive specs, throwaway micro-UIs, and living design systems—and how prompting Claude with them supercharges PM/SWE workflows.

#23 𝕏

Lenny Rachitsky distills ex-OpenAI/Apple/Meta roboticist @kalinowski007’s 12-point thread revealing the AI frontier is shifting to humanoid robotics—driven by 30× cheaper memory, VR-to-robotics tech transfers, and a resilient hardware supply chain.

#24 in

Udi Menkes spotlights Higgsfield’s Supercomputer “AI CMO” for its two-layer AI workflow: zero-config, single-intent task orchestration followed by dynamic subtask routing to specialist models like GPT-5.5 Pro, Claude Opus 4.7, and Gemini 3.1 Pro.

#25 📝 Simon Willison

The last six months in LLMs in five minutes - Annotated slides from Simon Willison’s five-minute lightning talk at PyCon US 2026, built with his annotated presentation tool. The post links to the full slide deck and provides a brief introduction to the material.