Niel Pal
249 posts


@FurqanR sandboxes are the biggest bottleneck for coding agents right now. even the best open source ones struggle with local file system consistency once you start doing recursive edits
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Agent infra is genuinely underbuilt. Sandboxes, browsers, code execution, auth, file systems, all of it. Almost every layer needs better options.
Spent the last few months evaluating what's out there and most of it is very early.
If you're building infra for agents I want to try your project.
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@VadimStrizheus What are you building?
Genuine question (still a noob). I’m on the 20/m plan and don’t reach my limit if I set up a good skills file.
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I'm only going to say this once. All of these stocks are undervalued right now:
$NVDA at $177 - AI compute leader. Jensen just said $1T in cumulative AI infrastructure revenue through 2027. Trading 30% below November highs.
$AMZN at $211 - AWS powering OpenAI and Anthropic. $200B capex this year. Analyst consensus: $280.
$IREN at $42 - $9.7B Microsoft contract. $2.3B AI cloud ARR under contract. Cheapest neocloud at ~5x projected revenue.
$ONDS at $11 - Defense/drone demand accelerating. 6x revenue growth. $170M+ 2026 revenue target.
$ZETA at $16.50 - 18 consecutive beat-and-raise quarters. $1.76B 2026 revenue guide. Down 75% from highs.
$RDDT at $138 - 700M+ monthly active users. Advertising revenue growing rapidly. AI data licensing deals with Google and OpenAI.
$SOFI at $17 - $1B quarterly revenue. CEO bought $1M in stock two weeks ago. Full financial ecosystem under one roof. Down 48% from highs.
Every single one of these is down significantly from their 52-week highs. That's not a problem. That's an entry.
NFA DYOR
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@krispuckett Good stuff man!
Any tips for getting better deep sleep? I'm pretty similar in most stats, but index a lot more on light sleep.
Deep sleep is around 25min for me :(
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@punit_arani @PlanetScale @Cloudflare @vercel @daytonaio @sentry @OpenRouter @braintrust @doppler Agree with a lot of this.. @PlanetScale is definitely fire.
Why Daytona over E2B?
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here's all the right answers
db @PlanetScale
backend @Cloudflare
frontend @vercel
sandboxes @daytonaio
monitoring @sentry
llms @OpenRouter
ai o11y @braintrust
secrets @doppler
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@tamerica_94 @kevinxu @alpha_ai Yes, recent analyst estimates (e.g. Roth) put Amazon's stake in Anthropic at 15-19%, higher than Google's confirmed 14% from court docs (capped at 15%). Amazon's committed ~$8B vs Google's ~$3-4B at valuations around $60B+. Exact % not fully public like Google's was.
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@nikunj @NotionHQ @RamP @brexHQ @harvey @EvidenceOpen @perplexity_ai @conductor_build @Railway @claudeai This is awesome and really useful.
I'm still learning this stuff.. gonna try to build my own version of this
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See what infra companies like @NotionHQ, @ramp, @brexHQ, @harvey, @EvidenceOpen, @perplexity_ai are using according to their subprocessor lists.
Had SO much fun building this using @conductor_build, @Railway & @claudeai Code.
Website: deploygraph.com
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So people are buying this fund $VCX at these levels to buy Anthropic at a $4.94T valuation…the reported secondaries are going for $600B.
I get that people want exposure to these private names but you can buy $AMZN, a real business, and get 15% exposure to Anthropic…

Sam Badawi@Sam_Badawi
$VCX fund that includes 20% of Anthropic, 18% of Databricks, Anduril, and OpenAI is up over 300% in a month. Trading has been halted today! Crazy!
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The Anthropic mini IPO is unfolding and you already missed a 15x return
The stock is named VCX by Fundrise and just went up 1,500% in 5 days on the NYSE
It’s a fund holding:
- Anthropic = 21%
- OpenAI = 10%
- SpaceX = 5%
- Databricks = 18%
- Anduril = 7%
$VCX has a NAV of $19 per share. This morning it just traded at $312.
That means the market is valuing a $650 million fund at $5.4 billion 🤯
Investors are paying an 8x premium just to touch these companies.
Why? Because the most important companies being built right now refuse to go public. And people are so desperate for exposure that they will pay almost anything to get it.
The private markets are sitting on trillions in value that public investors have been locked out of and this stampede tells you everything about how much hype there will be around these IPOs.
I hope this speeds things up


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@joecarlsonshow Google or MSFT rn? Prob will do both, but looking to add to one of these or Meta.
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It’s crazy that every time stocks fall for a little while investors give up on individual stocks, they stop talking about them. Their conversations switch to macro and ETF.
This happens when individual stocks are the by far at the most attractive prices.
Then when everything goes back up to all time highs, investors switch their focus again back to individual stock discussion every day.
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Register now at pplx.ai/pitch.
Open to students enrolled at a US university. No technical or financial background needed.
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@mattturck Do you remember the Facebook Page: I Can Handle the Business Side?
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Introducing Agent Computer
Cloud computers for AI agents in <0.5s with persistent disk, shared credentials, and SSH access
agentcomputer.ai
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@BowTiedAgents @garrytan Bro, are you a variant of Wall Street Playboys / @BowTiedBull ?
Was a fan back in the day - now I see so many bowtied profiles lol.
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@garrytan Ive run office hours 3 times. Got this message all 3 times. Must be doing something right
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Not everyone gets the special message. Only if you have proven your self worthy through valiant and brave sparring with /office-hours GStack skill shall you be granted such message by the AGI
Alkis P.@Alkaros10
@garrytan GStack just pitched me on YC after I ran /office-hours. This is quietly brilliant, Claude Code skills as distribution channels. The skill delivers value, then the upsell earns itself. Garry, are you thinking about this as a new model for YC sourcing, or is this just the beginning?
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@saranormous Hey @saranormous ! Pretty non-technical but definitely looking to learn.
I'd love to try.
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I didn't drink at my birthday party so I could start crushing PR's all day today. I have 99 PR's to work through from the community, but a hangover aint one
First big feature of the day: a chief security officer to audit your attack surface (informational only, please hire a pentester for real production code and mission critical situations!)

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A senior Google engineer just dropped a 421-page doc called Agentic Design Patterns.
Every chapter is code-backed and covers the frontier of AI systems:
→ Prompt chaining, routing, memory
→ MCP & multi-agent coordination
→ Guardrails, reasoning, planning
This isn’t a blog post. It’s a curriculum. And it’s free.

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