A roundup of what we shipped this week: a rebuilt Tasks editor, a fresh round of connectors, and two essays from the blog.
Tabs, inline prompts, revisions, and an AI assist
We rebuilt the Tasks editor around how you actually work. Prompts, settings, and more now open as tabs, so a task that juggles three or four prompts stays easy to navigate in one view. A dirty-state dot flags anything you've touched, on the tab and in the sidebar, before you save.
Prompts can now live inline. Instead of linking out to a library prompt or pasting in raw text, you define a structured prompt right inside the task, with the full kit: model selection, outputs, revisions, logs, and connectors.
Revisions show line-level diffs now. See the exact code that changed in each revision, compare versions side by side, roll back cleanly when a change breaks the task, and branch a revision when you want to keep both. The SDK reference stays pinned in the sidebar the whole time.
There's also a new AI assist. Describe the change you want in plain English ("add a conditional in case there are no deals"), and the editor proposes the edit as a diff. Review it like a code review and accept or reject, one change at a time.
The full walkthrough goes through each piece in detail.
New and updated connectors
Three new connectors this round: Apollo and ZoomInfo for B2B data, plus Massive for US market data. LinkedIn, Reddit, Airtable, and Google Drive all got updates too.
Apollo.ioNew
B2B people and company data: search records, enrich contacts, surface hiring signals, and track funding events. Wire it into a task and your prompts work from live account data instead of stale lists.
ZoomInfoNew
Contact and company intelligence with enrichment and buyer-intent signals. Target by role, company size, and intent, and let a task pull the records it needs as it runs.
MassiveNew
US market data: stock prices and aggregates, ticker news, and options chains. Good for finance research and any task that needs to act on market signals.
LinkedInUpdated
Read profiles, publish posts, manage existing posts, and pull engagement analytics. The whole posting loop now lives inside a task.
RedditUpdated
Pull posts, comments, threads, and search results across subreddits. A clean source for social listening and topic research.
AirtableUpdated
Read and write bases, tables, and records, so your content calendars and marketing ops feed straight into your tasks.
Google DriveUpdated
Find, read, write, and manage files and folders, so your docs and assets are available to prompts and tasks.
From the blog
Two essays went up this week.
K-Shaped Teams in an AI World — AI's productivity gains aren't landing evenly. Alex splits the effect into two kinds of speed-up: doing your existing work faster, versus expanding what one person can take on. The second is the one that stretches the top arm of the K, and the reason most AI-literacy training misses the real gap.
An X agent that earns the right to post — Mitchell built an X agent on Aisle that starts in review-only mode and has to earn its autonomy: 15 clean reviews on a topic before it can post that topic on its own. A walk through the weekly loop, the steering docs, the review queue, and why routing every state change through a script is the whole point of the design.
Building something with Tasks or the new connectors? Reply and tell us. A human reads these.