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swyx
achieve ambition with intentionality, intensity, & integrity
- @smol_ai
- @dxtipshq
- @sveltesociety
- @aidotengineer
- @coding_career
- @latentspacepod
swyx kirjasi uudelleen
🆕 Releasing our entire RL + Reasoning track!
featuring:
• @willccbb, Prime Intellect
• @GregKamradt, Arc Prize
• @natolambert, AI2/Interconnects
• @corbtt, OpenPipe
• @achowdhery, Reflection
• @ryanmart3n, Bespoke
• @ChrSzegedy, Morph
with special 3 hour workshop from:
@danielhanchen of Unsloth!
start here:
Happy weekend watching! and thanks to @OpenPipeAI for supporting and hosting this track!

97,19K
swyx kirjasi uudelleen
if, as @sgrove proposes, specs are the code of the future, then what is debugging?
1) spec compilation is the process of a coding agent turning specs into code
2) more and more “compilation” will be unattended, less watching the agent work diff by diff, more spec in, code out
3) type errors -> truth errors : most debugging will be digging through research and implementation plans in markdown to find the one line of incorrect context that makes the coding agent fail to succeed when implementing. Test suites will, among other things, check for truth and logical consistency.
4) there is a new higher order flavor of “attaching a step debugger” which is watching the agent implement a plan step by step to pinpoint the logic error in the spec. When you find an error when stepping through a program line by line, you change the code, restart the process, and repeat until it’s working. When you find an error in a *spec* while stepping through an implementation, you go upstream, fix the spec, and restart the *implementation*
9,64K
we're releasing one track a day from the @aidotengineer conf now*. yesterday's RecSys track was a big hit - but by far the hottest track was our coverage of the state of MCP, hosted by @Calclavia
personal fave slide is this where i realized @AnthropicAI dogfoods MCP -way- harder than i initially thought from our podcast with @dsp_ and @jspahrsummers
take a look at these talks and give your fave speakers a shoutout!
*most already available as "unlisted" via the "Complete Playlist" if you search

21,44K
"Three things: a deep research model with enhanced search browser; a revolutionary computer-use operator; and a sandboxed terminal to execute math and code. A browser, a computer, a terminal… are you getting it?
These are not three separate devices.
This is one device, and we are calling it Agent."

355
if you havent tried the Chrome + iMessage + Apple Notes + Linear + Gmail + GCal DXT integrations in Claude you are missing out the literal LLM OS evolution
Smarter Siri is here; it's just called Claude Desktop


Alex Albert27.6.2025
We've simplified local MCP usage by creating something new we call Desktop Extensions (.dxt files).
These package your local server, handle dependencies, and provide secure configuration so you can one-click share and install local servers on Claude Desktop and other apps.

121,57K
one way to view the $75m/yr MSL comp packages is that it will materially change the aspirations of our next generation.
people who lamented that our kids who only aspire to grow up to be youtubers and tiktokers now have new heroes to point to, whose work hopefully creates agents that free up time rather than consume it.

17,63K
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