Changelogs and pricing pages ship the model. Your feed just argues about it later.
I used to treat AI Twitter like a release channel. Bad idea. The timeline is commentary. The drop is usually a quiet line on a docs page.
Last month a new model ID showed up on an API pricing table before anyone I follow wrote a thread. I was not clever. That URL was already on a watch. The feed still spent the afternoon debating vibes.
What belongs in a real brief
When a lab ships, I want five boring facts:
- The model name and the ID your code will call
- Price per million tokens (input and output)
- Context window and any rate-limit changes
- Deprecations or aliases that reroute old names
- Where it lives (API only, chat app, open weights, or all three)
A launch blog is optional. Those five lines are the brief.
Where the news actually appears
Social posts trail the docs. I keep pages, not accounts.
OpenAI: API changelog, deprecations, pricing.
Anthropic: news, platform release notes, pricing.
Google: Gemini API changelog and pricing.
Open weight: Hugging Face org pages I actually deploy from.
Discord is faster for some open-weight labs. Fine. I still want the model card and the price before I rewrite a prompt.
Monday rituals die by Tuesday
I tried opening three changelogs every Monday. Skim. Close tabs. Feel responsible.
It works until a midweek price cut or a silent alias change. Then you learn from an invoice spike or a broken eval.
Google Alerts on "new GPT" or "Claude release" is noise. You get essays, not the SKU.
Screenshot watchers catch layout shifts on marketing pages. Sometimes useful. I usually need the sentence that changed on the pricing table.
What I leave running
I paste the docs URLs I already trust into a website change alert and ask for a one-line brief: new models, price cuts, deprecations, alias moves.
AyeWatch is what I use for that. Free Preview is $0 (3 topics, 6 lifetime runs). Pro is $9 a month.
When something fires, I get a short summary, open the page, and copy the five facts into a note. That note is the brief I used to pretend my timeline was writing for me.
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