Gareth Paul Jones 💙

Codex Orchestration w/Symphony is timemaxxing for builders. It turns project work into isolated coding runs with agents that handle CI proof, PR reviews, complexity checks, walkthroughs, validation and safe-healing merges. This might sound hyperbolic... but it could make folks way more productive. It removes a bunch friction with “agent made a PR slop”, "wtf happened in this Github Actions", “how to avoid doing human reviews on 100+ PRs a day" and more. In this video, i dig into my experience using it with where it helped and how to avoid hitting a rate limit on on 1000 merge conflicts in less than 24 hours. github.com/openai/symphon…

The new /goal feature lets Codex create, pause, resume, and clear long-running objectives across sessions, with runtime continuation behind it. We dig into see how useful it is. twitter.com/i/broadcasts/1…

Agent management gets way better once you stop treating everything like one giant thread. I’ve been using “swimlanes” separate vertical lanes and it makes management way less chaotic. twitter.com/i/broadcasts/1…

@OpenAIDevs GPT-5.5 in the API and Codex swag in the same day!! full-stack delivery 🙏 🚀

Most AI coding demos are “look, it made an app.” This one is different. It’s: - here’s the metric - here’s the sandbox - here’s the experiment budget - improve it - if you fail, reset - if you win, commit - never stop twitter.com/i/broadcasts/1…

@mattpocockuk @aiDotEngineer hey @mattpocockuk i've been getting a lot of mileage out of grill-me and using github as this broken for my factory. i still tend to find it gets to 80%, but the last 20% seems to put me back at the slot machine. any suggestions?

Thank you @aiDotEngineer for packing out the keynote audience to see my boxes/learn why engineering skills still matter I had to dash off straight away so if there was a question you wanted to ask, ask me below!

It’s very unclear to me what the upper bound on daily token use per person is going to. Orders of magnitude beyond this for sure.

Building a personal agent with a fully local setup w/Hermes Agent + Gemma 4. Is Gemma 4 any good? How does Hermes compare to OpenClaw? How painful is self-hosting? Only one way to find out. twitter.com/i/broadcasts/1…

@petergyang yeah agreed. @poe_platform is building the opposite: all models, one layer, use anywhere.

Anthropic just sent an email saying that you can no longer run 3rd party harnesses like OpenClaw using Claude subscriptions. Right now, both OpenAI and Anthropic are losing money on power users who run multiple agents 24/7 using their $100-200 subscription plans. This reminds me of when Uber and Lyft were subsidizing rides to win market share. After both companies went public in 2019, ride prices nearly doubled over the next few years. And it took Uber 14 years from its founding before the company posted its first profitable year in 2024. Both OpenAI and Anthropic are likely to go public soon. Once this happens, their margins will be public as well and there will be a lot of scrutiny on the money-losing all-you-can-eat subscriptions. So I think there's a good chance that these subscriptions will either get more expensive or more limited after both companies go public. The counter-argument is that both companies might keep prices low as long as there's still heavy competition and that compute costs will drop as well. But yeah, overall I don't think the unlimited buffet will last forever. Running local models on Mac Minis and Mac Studios is looking more appealing now as a safety net.

everything is programming

@zarazhangrui 100% i ended up building my own browser/editor/terminal/adhd timer to try and help with this. It’s not perfect but so much better than generic tools.

My single biggest pain point right now: AI-induced attention deficit I have 5 Claude Code sessions running 10 Terminal tabs open 50 browser tabs open 100 X articles in my bookmarks When there are multiple AIs working for you, you're constantly task switching When you're waiting for AI to output, you're constantly distracted Because what used to be hard is now so easy, you always wanna do more, more, more Because of the speed of the AI news cycle, you feel a constant need to be on this app Add all this up and the result: you live in a constant state of distraction & delirium. Focus & deep work is harder than ever If anyone has figured this out pls teach me how

Codex plugins are pretty great. Bundling skills, workflows, and context into something portable across projects is powerful. Are they any good? twitter.com/i/broadcasts/1…

The biggest bottleneck in AI coding might not be intelligence, it might be structural: one agent trying to do research, implementation, review, and cleanup inside a single polluted thread. If you use Claude Code this may be the case to make the switch. twitter.com/i/broadcasts/1…

@binwu_cell @manateelazycat @huhuhang 欢迎通过 developers@poe.com 或我们的 Discord 联系我们，我们很乐意提供帮助。

@manateelazycat @huhuhang 刚刚可以用，之前是不可以用的

今天 Claude 账号被封，对我影响颇大，一整天都非常郁闷。 1. 我和公司日常使用的所有 AI 自动化流程，都依赖 Claude 网页版调试提示语，再进行脚本化，效果几乎无缝对接。 2. 我的两个 App（震感和今昔）及多个小项目都依赖 Claude Project。我对 Claude 非常喜爱。😂 账号被封后，我不敢再注册新账号，担心购买 Pro 也会被封。为此，我采取了以下措施： 1. 将所有涉及 API 的自动化流程迁移至 AWS Bedrock 的 Claude 模型。AWS 是使用 Claude API 的稳定渠道，切换过程顺利。 2. 开始尝试使用 VS Code 的 Copilot 中的 Claude Sonnet 3.5 更新代码，尽管目前还不太习惯。😂 3. 订阅了 ChatGPT Plus 来满足日常需求。 最后，我在 Reddit 上发帖吐槽，并提交了工单、发送了邮件，希望能有机会解封。 这次是真正感受到自己习惯的 AI 工具被封后对自己的影响有多大了，感觉自己被 Claude 绑架了。😂

@garrytan curious whether the value here persists as providers build more of this themselves, or whether neutrality itself becomes the differentiator?

For agentic systems founders and dev tools founders: People do not want to pay for raw markdown and they shouldn't have to. But they may pay for orchestration, hosting, updates, collaboration, portability, analytics, and managed execution. These can be great businesses.

just to confirm this wasn't using the replit mobile app being capable of building react native apps with access to camera and other native iOS functionality? their stance is now that you can't even build a todo list app because you need to write it in swift and wait 30+ days for review.

Important to note that Replit has been on the App Store for 4 years and core functionality is exactly the same: You type (or generate) code, we compile on the server, and open a webview. Never have been in violation of any guidelines, which Apple eventually acknowledged.

@thdxr They are distilling Opus based on the input / outputs usage they get. Then fine-tune on top of Qwen3.

i wish there was more information about this like what model they started with feels weird that all of a sudden the tools we're relying on are super opaque hasn't been like this for decades

@andyfang Can they go to Trader Joe’s?

Introducing Dasher Tasks Dashers can now get paid to do general tasks. We think this will be huge for building the frontier of physical intelligence. Look forward to seeing where this goes!