scatto

Testing Vercel Labs' new agent-desktop CLI today and it fixes the dumbest part of Computer Use: burning 1,500 tokens per screenshot just to click a button. It reads the OS Accessibility Tree in headless mode (--skeleton), controlling Notion and VS Code for 90% fewer tokens without stealing my mouse.

Finally separated my school memory from my side-project prompts using ChatGPT's new native account switcher on iOS, and set OpenCode v2.2.5's new compaction buffer to "20%". Mixing humanities notes with Python code in one memory bank was silently ruining my outputs.

You can now spin up an isolated branch on the canvas, let the agent build the landing page, and merge when it works.

Downloaded Karpathy's new HackerTube dataset today (6,454 technical videos scraped from 19 years of Hacker News comments). Best product detail: it replaces every clickbait thumbnail with the raw frame at the 50% mark. Exporting the JSON to build a zero-slop study queue.

Stopped feeding full 5,000-word Notion pages into my AI agents just to get a daily summary. Tested the new notion-get-version-changes MCP tool today. It pulls only the exact diff between two timestamps, just like git diff, saving a ton of tokens on my workspace setups.

Testing Cloudflare's Agents SDK v0.32.0 and it kills the dumbest step in agent dev: redeploying just to update instructions. Skills are now plain SKILL.md files in /workspace/. The agent can write and save its own reusable skills mid-chat without breaking prompt cache.

Testing the new MCP Events spec (SEP-3415) and it fixes the biggest flaw with AI agents: waiting around for a prompt. External servers can now push events straight to the agent, waking it up like a Make webhook without 10 brittle if/else blocks.

Just updated my .cursorrules after hitting a 42501 permission denied error on a fresh Supabase table. Since the Oct 30 cutoff, new public tables no longer get default API grants. AI migrations will fail unless you explicitly run GRANT alongside RLS. Saved you 2 hours.

Stopped fixing broken CSS selectors in my local Playwright scripts today. Hooked Gemini's new GA Computer Use API into a local browser with 3.5 Flash-Lite ($0.05/1M tokens) to click through legacy portals that don't have APIs. Still writing brittle scrapers?

Most side projects die while you waste a weekend wiring up login and database tables before having a single user. Tested Floot's MCP inside ChatGPT today to spin up a working web app with auth and DB straight from a brainstorming chat. Good for fast MVP validation, or too locked-in?

GitHub Copilot just pushed Assisted Permissions to General Availability across the CLI and VS Code, alongside a fix in v1.0.105 that stops background Autopilot tasks from dying when timeouts hit.

Just deleted half the PDF chunking scripts in my document pipeline. Claude bumped its API payload limit from 32MB to 128MB alongside a new /analytics/cost endpoint per API key. I can feed entire textbooks or invoice batches in one call. Still chunking files manually?

Hooked Claude Code straight into Framer via MCP today and it kills the worst part of shipping a side project: dragging boxes around for three days. You can now spin up an isolated branch on the canvas, let the agent build the landing page, and merge when it works.

You don't need a 24/7 autonomous AI agent if the data you feed it is a complete mess. Notion's new Context Integration and Gen-6 Agent Harness now let external AI agents run continuous 24-hour workflows directly on your databases

Deleted the clunky Gmail forwarding bridge I was using just to let AI read my Mac schedule. Plugged Apple Calendar and iCloud Mail straight into ChatGPT today to block out study sessions between classes and building. Another whole category of "AI calendar wrapper" SaaS just died overnight.

Testing the new MCP Events spec (SEP-3415) and it fixes the biggest flaw with AI agents: waiting around for a prompt. External servers can now push events straight to the agent, waking it up like a Make webhook without 10 brittle if/else blocks. Still trusting Make, or moving to MCP?