Jorge Vargas

The 20 is silent.

[Jorge Vargas @varxy20k]

Fable spawning multiple subagents just confirms that the harness is the moat

[Jorge Vargas @varxy20k]

Here comes another wave of "just let the smarter model orchestrate the dumber models bruh" at least find new ways to grift

[Jorge Vargas @varxy20k]

Anyone remembers how aider already had a "keep going until all tests pass" mode?

[Jorge Vargas @varxy20k]

The harness is the moat

[Jorge Vargas @varxy20k]

@housecor What are they using for code reviews? GitHub and reviewing closed PRs? Asking because it doesn't even make sense to have feature branches anymore, and the PR flow is less efficient than just pushing to trunk and reviewing in another tool. I've been looking for a solution to this

[Aurelia @AureliaEffect]

Whoa. We have been cooking these past few weeks. So many good things to come in the next release. Incredible work by the team as always.

[Jorge Vargas @varxy20k]

And don't rush

[Jorge Vargas @varxy20k]

A healthy balance is needed: enjoy the new things you've learned and use them to get better and learn more. Satisfaction in learning and satisfaction in always wanting to learn more. Always keep learning.

[DHH @dhh]

Real diversity: Whoever shows up is welcome.

Real equity: We all help carry the meaningful burden.

Real inclusion: Your political opinions are your own.

Open source gets better when it's focused on making great software for all, and doesn't obsess over tiresome divisive dogma.

[Aaron Dignan @aarondignan]

major life update: we are shutting down @useplumb

after several years of hustling on agentic workflow automation, we have decided to hang it up

what we got right:

✅ Agentic Workflows > Agents - determinism and the ability to debug still matter guys (even Open AI gets this with agent builder)

✅UX/UI - the hand feel of building in Plumb is what I’m going to miss the most, nothing else even comes close

✅Structured Output - exquisite JSON schema out of every step unlocks so many cool possibilities, agentic branching among them

✅HITL - being able to interact with agents/flows via SMS, email, and Slack is so important, and nodes like “collect input” (that inject responses downstream) are 🤌

what we got wrong:

❌ We invented workflow subscription (and a bunch of tech like MetaJSONSchema) BUT nobody asked us to, and nobody cared

❌ As a result of that decision ^ we couldn’t easily utilize MCP, iPaaS, webhooks, API triggers, etc. and that severely limited what you could build on Plumb

❌ We didn’t pick a vertical, function, or high value set of tasks to solve on day one - instead we spent way too long playing with “nice to have” flows that were technically interesting but not operationally valuable

If we did it all again, we’d do it differently. More learnings in a future post.

For now, we want to thank our investors, including @BenjLerer @asymmetric_vc @greenfield_cap @humanvc @galeforceVC @theready @scottbelsky @ericries and many many more - you won’t find a more supportive bunch out there. If you're raising, ask them.

🚨 Finally, we’re officially looking for a home for this team, so if you want to snap up an elite squad of applied AI nerds… my DMs are open

Please RT this for reach

bc this team hangs the moon 👉
@chaseadams @keyavadgama @petekp @tihalstead @abtweedy @sarashpit

And now for what's next...

[Jorge Vargas @varxy20k]

Tired of trying to get hired at railway so I'm just gonna build my own

[Jorge Vargas @varxy20k]

https://t.co/rkPWIXFPEb

[Jorge Vargas @varxy20k]

@LucasAutomation AGENT

[Jorge Vargas @varxy20k]

#FFXIV #AnimeExpo

[タカラトミーアーツ ガチャ公式 @Play_Gacha]

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[Jorge Vargas @varxy20k]

The best js framework ever by far!!

[Aurelia @AureliaEffect]

We've been very busy.

[Jorge Vargas @varxy20k]

YouTube search sucks so much that you have to use the opposite term to get the result you're looking for. Is there an alternative?

[Jorge Vargas @varxy20k]

@jessfraz For a SaaS just trunk, no other branches is what makes most sense, but now everyone has git brain rot that it's practically impossible to convince anyone of this

[Daniel Han @danielhanchen]

We made 5 challenges and if you score 47 points we'll offer you $500K/year + equity to join us at 🦥@UnslothAI!

No experience or PhD needed.

$400K - $500K/yr: Founding Engineer (47 points)
$250K - $300K/yr: ML Engineer (32 points)

Challenges:
1. Convert nf4 / BnB 4bit to Triton
2. Make FSDP2 work with QLoRA
3. Remove graph breaks in torch.compile
4. Help solve Unsloth issues!
5. Memory Efficient Backprop

If you have any questions about the challenges, please feel free to ask! We're looking for people to help push Unsloth forward - so come join us to democratize AI further!

Our past work includes:
1. 1.58bit DeepSeek R1 GGUFs: https://t.co/gALGkUg5Cg
2. GRPO with Llama 3.1 8B in a Colab: https://t.co/LFdkNxwAYg
3. Gemma bug fixes: https://t.co/7kX94PyKQR
4. Gradient accumulation bug fixes: https://t.co/Tq4c5Qwqyw

Details & submission guide: https://t.co/iXxRUTijWV

[Jorge Vargas @varxy20k]

Yeah, because everyone needs to fear divine punishment to be good people. Also, confess and repent from your sins, and you're forgiven!

Everyone who agrees John Locke was right on this is an evil person at their core. They need God to act good.

[Auron MacIntyre @AuronMacintyre]

John Locke was right about atheists