Cheap Routing, Untested Assumptions
Routing with Jev is cheap and quick. Whether it helps depends on catalog descriptions nobody has tested, and on failures that won't show.
Category: Technology
Jev Removes the Errors You Can See
Jev takes text in and gives no text back. You send it a block of state (a string, a JSON object) and a set of typed questions.
What is MTP and why does it matter?
Multi Token Prediction is being sold as a free speed hack for local LLMs. Flip one flag in your inference engine and generation speeds up by anywhere from a quarter to a factor of three, at no cost in output quality. That pitch is accurate as far as it goes. However, there is an interesting...
You Only Know the Right Model After You’ve Used the Wrong One
Which model should run this task? The question has a correct answer. It arrives after you have stopped needing it.
Tokens are not commodities
Token pricing treats every token as interchangeable: one model's tokens against another's, dollars per unit, compare and choose.
You Can’t Extract Fable With a Few Prompts
A widely shared post is making the rounds with an urgent pitch: ask Fable to write down its "operating manual" while it's still free.
The slash command that does nothing
Every few weeks a fresh list of "secret" Claude slash commands makes the rounds - in newsletters, on LinkedIn, on Twitter in Instagram reels.
Govern the Spender, Not the Spend
AI cost is turning out to be a control problem, not a pricing problem — and the only place to fix it is the gateway.
Fork-on-share
How Fork-on-share doesn't give you a URL to update. Why the Fork-on-share model is still working well for many use cases.
The Other Half of the Rediscovery
Thariq, Karpathy, Theo — HTML for LLMs has crossed into the open. But the rediscovery is only the read side. The write side is where the document edits itself.