Hey I’m Ben. I build stuff with agents, even though I’m not technical. Here’s all the stuff I’m reading and tinkering with. If you want to start building or level up your ‘vibe-coding’ skills, join our community⁷⁴.

Hey folks,

omg…1000+ of you signed up for the free ‘become a builder’ workshop⁵⁷⁸ i’m hosting at 3pm UK (7am PT). So I’m doing it as a YouTube Live stream. Last chance if you want to join⁵⁷⁸ - it’ll be recorded if you can’t make it.

Google released Gemini 3.1 Flash Lite⁸⁰ - A fast model with better than Haiku 4.5 performance on benchmarks. But this bump in performance comes with a price increase ($0.10/$0.40 to $0.25/$1.50). At this price point, open-source models like Minimax M2.5 make a lot of sense for developers. They would give a much stronger performance (although at the cost of Flash Lite’s insane speed).

OpenAI also updated its default model in ChatGPT to GPT-5.3-Instant⁷². A lot of improvement in the model is around its behaviour. Lesser halunciation, refusals & disclaimers plus better web search usage and writing. Remember, this is the model most people use when they go to ChatGPT. Also, Codex is now on Windows as well¹³⁵.

Google Workspace released a CLI⁷⁶⁶ for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. It’s really well built with a focus on agents. One of the team members working on it also wrote a blog on rewriting your CLI for agents⁵⁹¹.

The Information reports that OpenAI is building an internal alternative to GitHub¹¹⁷. OpenAI’s browser Atlas came 11 months after The Information reported on it first. So expect this to take some time. It is also talking with The Trade Desk to put ads in ChatGPT⁶⁵ and maybe planning an IPO as it hires a law firm³⁹, and Jensen Huang kinda leaked it⁷⁶. OpenAI’s ARR is now about $25B⁴⁸, only a little bit ahead of Anthropic’s $19B³⁹.

Voice Agents need speed you trust. Two seconds of latency kills conversations. Speechmatics¹¹⁰ delivers partials <250ms and finals ~300ms, built real-time first, not batch retrofitted. Fewer errors at conversational speed. 55+ languages. LiveKit, Pipecat, Vapi ready. 👉 Start with $200 free credits¹¹⁰.*

🌐 What I’m consuming

• Top SaaS vendors on Ramp (March 2026)³⁸⁸ - Anthropic and Granola are growing the fastest, with Paper (design tool) and many “hosting for agents” products in the trending list.

• 3D as code¹⁸⁴ - half of this post went over my head, but (I think) it makes the claim that 3D models should approach generation as creating structured code for 3D formats vs say generating the next video frame.

• Agent Experience⁴⁰⁰ - Practical reference to the patterns, surfaces, and design principles behind AI agents. (open source repo⁹²)

• Turning my Twitter archive (36,000+ tweets) into a feature-rich library²²⁰ to write a book.

• Building an AI-native word processor¹⁸² using Cursor’s long-running agents.

• Rebuilding MacOS for the web²²² on Replit.

• Why did someone choose Droid as their daily driver¹⁴⁹?

• A practical guide to community-led growth²⁰⁰ for AI startups.

• Wasteland³³⁷ - The sequel to Gas Town.

• A dozen or so principles for the zen of AI coding³⁴⁷.

• Software isn’t dying²⁵⁹, but it is becoming more honest.

⚙️ Tools and demos

• Glaze by Raycast¹⁹⁶ - Create real desktop apps with features like file access, keyboard shortcuts and more. In private beta now.

• Glide¹⁶⁶ lets you create apps from a spreadsheet. It’s soon moving to AI from its no-code roots.

• Paperclip³⁰⁸ - Hire AI employees, set goals, and your business runs itself. (github⁵⁶)

• ASC11¹⁷⁷ - ASCII art editor to animate images, videos and live cams. Preview with HTML and export to JS.

• Modem¹⁴⁴ - Your dev team’s auto-triage PM.

• Nen^112† - All the infra you need to build reliable computer use agents.

• moss²⁸² - Notes app that organises your work and connects your thoughts.

• Exa Deep¹³⁹ - Agents that run in a loop to gather all the information for your search.

• Defuddle¹⁵⁸ - Get the main content of a page in Markdown. Just add deffuddle.md at the beginning of the URL. Use it via curl, Skills or the CLI.

• Tools that let you run multiple parallel agents for coding:

  • Polyscope¹²¹ - Dev environment for running parallel agents with built-in preview browser and more.

  • Moment¹⁷⁹ - A collaborative workspace to run your entire business out of a Markdown file with code at the centre of it. (read more³⁸)

  • Superset¹²⁶ - Turbocharged terminal that allows you to run many CLI coding agents.

• Design with AI tools:

  • Refero MCP¹⁶⁴ - Connect your agent to a curated library of real product interfaces and user flows.

  • Kodo¹⁷¹ - Fully editable designs, generated by chatting.

  • /playground¹⁶⁷ - A design canvas for your code.

🥣 Dev Dish

• yt-browse¹⁷⁷ - A YouTube channel search TUI. Filter, sort results by views/duration/date, use regex, order results, and ignore shorts.

• WebPage by Apple²³³ - they don’t call it a headless browser, but it’s just that for native apps.

• Hemingway¹¹¹ - Turn your dev site into a copy editing surface with changes that sync to your codebase.

• Agents UI by LiveKit¹⁰² - Component library for building polished frontends for voice agents.

• Symphony⁸⁸ - an experimental repo from OpenAI that turns project work into isolated, autonomous implementation runs.

• Handoff in the Codex app⁷³ - a simpler way to move a thread between Local and Worktree.

• eval-skills¹¹⁹ - A set of skills for AI product evals (read more⁶⁵)

• 30+ skills to make your agent really understand developer marketing¹³⁶.

• Cursor is now available in JetBrains IDEs⁵⁰ through the Agent Client Protocol, and it supports MCP apps²⁶ now.

🍦 Afters

• A new device, Spectre I¹²⁴, claims that it can block unwanted audio recordings of you.

• Mintlify acquired Helicone^61†, an “observability for LLMs” startup.

• Meta is planning a feature called “Name Tag”⁷³ - Point your glasses, and the AI tells you exactly who they are. It is also building a new applied AI team⁴⁰.

• Qlabs is running an open experiment to train better models with limited data³⁸, given a large amount of compute.

• RevenueCat is hiring an agent (at $10k/month)⁹⁸ as a developer advocate.

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That’s it for today. Feel free to comment and share your thoughts. 👋

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