Agents feedback tip

all apps will become dev tools

May 14, 2026

Hey folks, I’m testing out something new in my building workflow…

When an agent asks for feedback it feels like the levels are

type your response
voice-to-text your response
+ images to your feedback
get the agent to use the browser

But I just started screen-recording and talking then giving that file to my agent

This is me, in droid, like 30 mins ago. It pulls together a pretty great visual report you can easily review. I can navigate to other websites or apps and show what good looks like from other people, I can highlight specific points and it’ll recreate those points with GIFs.

It gives itself an ‘actions’ checklist underneath. And just feels great to have screenshot → my feedback → action for the agent.

It’s pretty great so far, and then I’ve got these html files saved in my projects to always refer back to - will be good for a build log too.

Probably not great for the token conscious out there - and thinking about it, I could probably use ffmpeg to create actual clips of the video if I wanted. Agents read frames well though so it’d be more for me if I did.

I turned it into a simple skill:

---

name: video-to-html

description: Use when the user wants you to convert their video into a structured HTML document.

---

Turn the user’s video into a structured HTML document. Transcribe the video and pull out the keyframes linked to timestamps for important information. When the user is talking about something that is not dynamic, create short GIFs from the keyframes.

Let me know any cool use-cases or remixes of this 😊

Ben’s Bites is brought to you by Hyperagent from Airtable

Hyperagent, the cloud agent system with full computing environments, is giving $10M in inference credits to help founders build and run agent-first companies. The first 500 qualifying applicants gain access to this limited founder offer. Applications close May 31st.

Headlines

Your Claude plan is changing if you use third-party tools (like Conductor, Zed, Openclaw, T3 Code, etc.) with it.
- Separate limit for all such usage. Provided as extra monthly credits equal to the value of your plan.
- No subsidised tokens, credits won’t roll over and usage after you burn through these credits is billed at API rates.
- Using Claude in Claude Code, Claude app, etc., stays the same and is separate from this.
- Starts from June 15th, but they are increasing your weekly rate limits by 50% for the next two months.
Google announced some Gemini on Android updates before I/O - add features like auto-completing forms, rambling voice notes to clean text, and some app automations under the name “Gemini Intelligence”. They also announced a new class of laptops called Googlebooks, not to be confused with Google Books.
Notion has a developer platform now. The biggest addition is a markdown API. Also, devs can sync outside data into Notion, build tools for Notion Agents, run code on Notion’s infra, and eventually bring agents like Claude/Codex into Notion as teammates. But I think people who don’t call them developers will use this.
- They also launched a CLI called ntn.
Vercel published an AI Gateway production index based on real usage across apps and agents. Anthropic leads spend (61% — due to opus), Google leads token volume (38% — due to flash), and agentic workloads are 59% of token usage. Most large teams route across many models instead of betting on one lab.

My feed

Cursor now lets you run cloud agents inside a fully configured development environment.
Orca - Claude Code’s agent view but for Codex, OpenCode, Droid and Pi.
Oboe - LLMs wrapped in a way that helps you learn.
Interfaces.dev - A monthly design engineering magazine about building great interfaces.
Anthropic CFO Krishna Rao on compute allocation, pricing dynamics and model company economics:
AI IQ - frontier AI models, scored on the human IQ scale.
Intercom is rebranding the entire company to Fin, their popular AI agent.
Executor - Convert MCPs/OpenAPIs servers into code mode under the hood, 100% local on your device.
How OpenAI built a safe sandbox for Windows.