Codex Micro

Evidence (19)

• 6The New Stack·10/7/2026research
  OpenAI safety lead says releases now add capability and risk weekly

  Former OpenAI safety lead David Robinson says the company’s release process has sped up, with new capabilities now coming from reasoning training, tool integrations, and coding agents rather than only from fresh pretraining runs. He argues that this faster cadence is creating new risks more often and makes traditional long safety reports less effective than a live, continuously updated safety dashboard.

• 4Hacker News·10/2/2026research
  SaaS Companies Will Evolve Into Model Harnesses

  The article argues that many SaaS companies are shifting from traditional software delivery toward operating as a harness around LLMs, with agents handling more core tasks and humans focusing on review, judgment, and orchestration. It describes this as an organizational inversion in which the company’s context, integrations, permissions, and workflows become the system that turns model output into a product.

• 2Hacker News·10/2/2026research
  Essay on the Emotional Cost of AI Hype

  This Hacker News item is a personal essay expressing sadness and unease about AI’s impact on programming, startups, creative work, and online culture. The author argues that AI is making parts of software and internet work feel increasingly automated and dehumanized, while also noting reasons for optimism about institutions adapting over time.

• 5OpenAI Blog·10/2/2026product_launch
  Chatham boosts capital markets workflows with OpenAI tools

  Chatham Financial says it is using Codex and GPT-5.6 to build internal technology and redesign workflows. The company reports that trade validation time has fallen from 30 minutes to under 4 minutes.

• 7NVIDIA GenAI·10/1/2026model_release
  OpenAI GPT-6 Astra Ultrafast runs on NVIDIA Blackwell GPUs

  OpenAI says GPT-6 Astra Ultrafast is now available in the OpenAI API and for eligible ChatGPT Work and Codex users, with inference optimized for NVIDIA Blackwell GPUs. OpenAI claims the mode can generate tokens up to 8x faster than Astra Standard, aiming to improve coding-agent workflows and other latency-sensitive tasks.

• 7The New Stack·10/1/2026product_launch
  OpenAI's Dots stay free until they hand work to metered products

  OpenAI says its always-on Dots agents do not count against a user's plan usage during the launch period when they work directly. Usage is metered once a Dot delegates work to another OpenAI product such as Codex, and OpenAI has not yet published the post-launch allowance terms.

• 7The New Stack·9/30/2026product_launch
  OpenAI Says Dots Boundary Issues Increased in Longer Task Chains

  OpenAI reported that its new always-on Dots agents saw boundary-problem flags rise from 8.6% to 19.7% when chained tasks increased from five to ten in internal testing. The company says Dots use cloud computers, app connections, and layered permission controls, while its evaluations found no high-severity breaches or data exfiltration.

• 7Cloudflare Blog·9/30/2026product_launch
  Cloudflare launches Auto Router in AI Gateway beta

  Cloudflare has released Auto Router in public beta through AI Gateway to automatically route each AI request to a capable model based on the task. The company says internal use has shown up to 30% cost savings compared with using only frontier models, while maintaining comparable performance on many knowledge-work tasks.

• 8The New Stack·9/29/2026product_launch
  OpenAI cuts $200 Pro limits and adds a $500 plan

  OpenAI has introduced a new $500-per-month Pro subscription with the highest included usage across its plans. At the same time, it will cut the $200 Pro plan’s usage allowances for ChatGPT Work, Codex, and GPT-6 Pro starting October 30, while giving existing subscribers a temporary credit during the transition.

• 9OpenAI Blog·9/29/2026product_launch
  OpenAI DevDay 2026 recap

  OpenAI recapped more than 20 announcements from DevDay 2026, spanning new model, product, API, security, and developer-tool updates. The event highlighted GPT-6 Astra, ChatGPT, Codex, and additional builder-focused capabilities across the OpenAI platform.

• 2OpenAI Blog·9/28/2026product_launch
  OpenAI seeks Codex user stories for Originals program

  OpenAI is inviting builders, researchers, tinkerers, and creators who use Codex to share their projects and experiences. The company says these submissions may help shape the next chapter of its Codex Originals program.

• 5Simon Willison·9/27/2026research
  2026 LLM trends and coding agent progress

  Simon Willison reviews the major developments in large language models through 2026 so far, focusing on how newer models made coding agents significantly more reliable. He also discusses model benchmarking, sandboxing and agent security, and the broader shift toward using LLMs for ambitious software projects.

• 5Hacker News·9/26/2026open_source
  Drawgent links coding agents to a live Excalidraw canvas

  Drawgent is a tool that connects a user's own Claude Code, Codex, or opencode setup to an Excalidraw whiteboard. It lets users request diagrams in chat or place AGENT: notes on the canvas, and the agent then updates the drawing live and marks tasks done.

• 4OpenAI Blog·9/25/2026product_launch
  Proaction reports 60% sales growth with Codex

  Proaction says Codex, GPT-Live-1, and GPT-6 Astra helped it build, operate, and sell modern fleet management faster. The company reports a 60% sales increase and more than 75 hours saved.

• 7The New Stack·9/25/2026product_launch
  OpenAI and Cursor Move Toward Multi-Agent Coordination

  OpenAI has opened its Agents API in public beta, while Cursor launched Projects to coordinate multiple coding agents on larger software tasks. The article says both products adopt a similar coordinator-worker architecture, with one agent managing context and routing work while specialized agents handle individual steps. The piece frames this as part of a broader shift in AI-assisted software development toward more reliable multi-agent orchestration.

• 5The New Stack·9/23/2026research
  Qodo’s CEO ties AI spend to ROI with a usage cap

  Qodo says it limits internal AI token usage for engineers to encourage visibility, efficiency, and better allocation of spend rather than unrestricted consumption. The company also reports rapid growth in customer-facing AI infrastructure costs, while pushing down the cost of reviewing pull requests through routing and inference efficiency.

• 8The New Stack·9/22/2026product_launch
  JetBrains unifies its agentic development products under Air

  JetBrains has unveiled JetBrains Air as a unified system for agentic software development, bringing together agent workflows inside IDEs, team coordination tools, and company-level governance. The company says the platform works inside and beyond its IDEs, including browser and command-line access, while keeping the IDE central for reviewing and validating AI-generated code.

• 6Hacker News·9/22/2026research
  Unreal Labs unveils asynchronous agent harness for lower tool-call costs

  Unreal Labs presented Unreal Agent, a harness designed to reduce the token and latency overhead of AI agents by handling tool calls asynchronously. The company says the approach lets users steer agents while tools run in the background and can cut costs versus Codex and Pi in real workloads and benchmarks.

• 2Hacker News·9/21/2026research
  Advice to Avoid AI-Generated Writing

  The author argues that AI tools are useful for coding, research, and data analysis, but should not replace human writing because writing itself is part of thinking. They recommend using AI for feedback, proofreading, and preparation, while keeping the core drafting and idea development human-led.