Jake Gold

https://bsky.brid.gy/r/https://bsky.app/profile/jacob.gold

Building AI infra @ [clor.com](https://clor.com ) in SF Bay Area. Helped launch and scale Vibecode and Bluesky. Prev: Nuro, Docker, Google, founder.

Addicted to history, computers, and open systems.

Unconditional love for all conscious life.

[jacob.gold](https://jacob.gold )

🌉 [bridged](https://fed.brid.gy/bsky/jacob.gold ) from 🦋 [jacob.gold](https://bsky.app/profile/jacob.gold ), follow Bridgy Fed for Bluesky (npub1pqr…2sck) to interact

Web site: https://bsky.app/profile/jacob.gold
Link: https://jacob.gold
Link: https://clor.com

Public Key

npub1fqzzlly583ae36z780a03kwgu4qn03ssep9twltjn6rs3gsjaymslrd7h6

NIP-05 Address

jacob.gold_at_bsky.brid.gy@momostr.pink

Profile Code

nprofile1qqsyspp0lj2rc7ucap0rh7hcm8yw2sfhccgvsj4h04efapcg5gfwjdcpz3mhxue69uhhyetvv9ujuerpd46hxtnfduqs6amnwvaz7tmwdaejumr0dsxp90sk

Publishing to

relay.nostr.bg

relay.damus.io

nos.lol

Author Public Key

npub1fqzzlly583ae36z780a03kwgu4qn03ssep9twltjn6rs3gsjaymslrd7h6

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Last Notes

2026-09-17 15:49:31 UTC

- reply

Spec-driven development is extremely useful, and that's what planning is done properly. Although, at least for now, plans have to be relatively small and digestible.
The problem with specs-as-source is that if the spec was sufficiently complete it would (almost) be the source code itself.

2026-09-15 20:10:50 UTC

- reply

Sure, you can do it, is anyone doing anything like this for real work? Haven't seen it in any of the startups I've visited.
Claude/Codex harnesses can spawn lots of subagents now, which is useful, but they use the manager-worker model because that does work well.
Things like Gas Town were hot air:
RE: https://bsky.app/profile/did:plc:2mrgzk6xlemfv6yugn644xxy/post/3mvkd2urafc2u

2026-09-14 19:30:36 UTC

Warn people about AI risks, explain what could go wrong, and make the strongest argument you can, but please stop making up numbers.
[Please stop quantifying your A...](https://jacob.gold/posts/please-stop-quantifying-your-ai-existential-risk-vibes/ )

2026-08-22 00:24:53 UTC

Funnily enough I haven't used a spreadsheet in a year and I will never use one again.

2026-08-19 23:15:33 UTC

Arnold is anti-AI for his own reasons.
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreieejn47lw2ibanh6ffzevawumgz3fn2txsdmkpdw4mt2sf7im24xa

2026-08-17 01:49:47 UTC

He's right. Terminals and CLIs are an unbeatable interface for computers in many ways and I love em.
But TUIs only support a subset of modern GUI functionality and have legacy quirks.
I recently moved from using Claude/Codex TUIs to web-based GUI, and it's just objectively more functional.
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreib2rqx3jyrb5f2qrkr555nvnqfcaapp6azwe5gvisohu7x6jdudmi

2026-07-25 20:11:04 UTC

This is one of the most useful ideas I ever learned.
[www.paulgraham.com/top.html](https://www.paulgraham.com/top.html )
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreicttabxr7p6lhebk4xk4yrpjetghuk565qum4sir4y6735rzujekq

2026-07-22 20:11:59 UTC

I really hope journalists and politicians come to understand how severely this silly technical problem is undermining our democracy.
[Residential Proxies Are a Nati...](https://jacob.gold/posts/residential-proxies-are-a-national-security-threat/ )

2026-07-13 18:15:55 UTC

When you run coding agents you're implicitly trusting your MAP (model + agent + provider) stack not to hack your computer or steal your data/code.
Sandboxes help a lot with reducing potential damage but aren't actually a complete solution either.
Choose your vendors wisely my friends!
RE: https://bsky.app/profile/did:plc:zntngpowgd6rorjt3haywj36/post/3mqk26jnxsk2f
#note1sqy…jvgw

2026-01-02 23:43:56 UTC

If it is true that "The hottest new programming language is English" then there's nothing wrong with not reviewing agent code.
Look at how we already write code in high level languages like TypeScript/Go/Rust and almost never review the generated machine code.
But it's not true, at least not yet.
RE: https://bsky.app/profile/did:plc:oisofpd7lj26yvgiivf3lxsi/post/3mbi2k75kek27
#note1tqv…e84v

2025-12-19 19:22:48 UTC

We can't expect the incumbents to suddenly become selfless and generous.
Was always clear that Zuck treated Threads open protocol support as a hedge against AT / Bluesky.
He was scared that there would be an exodus of users to new social apps that treat users better than he does.
Make it happen!
RE: https://bsky.app/profile/did:plc:mdjhvva6vlrswsj26cftjttd/post/3maec5oym7s2f
#note1uh9…ve94

2025-12-11 23:13:58 UTC

[@kevinrose.com](https://bsky.brid.gy/ap/did:plc:f5llu4dd4d2bkdo4zjw63ccg ) talk to @npub1r89…kwp7 about making the new Digg an open network on AT protocol!
So it can be meaningfully differentiated from Reddit, actually good for people, and long-lasting.
Not proved yet but reason to believe open social apps can make real money too: [bsky.app/profile/jaco...](https://bsky.app/profile/jacob.gold/post/3lr5j6o7emk2t )
RE: https://bsky.app/profile/did:plc:tpg43qhh4lw4ksiffs4nbda3/post/3m7qjy2dzi22d
#note1gql…zuj5

2025-12-11 21:39:49 UTC

Someone should be trying to convince Kevin Rose and the people building the new version of Digg to build on AT protocol.
Reddit needs to be replaced and nothing would improve the new Digg’s chances like being an open alternative.
They’ll have serious funding so will have the best shot by default.

2025-11-20 16:42:05 UTC

Wow!
This is actually *really* useful as a teaching tool.
RE: https://bsky.app/profile/did:plc:kft6lu4trxowqmter2b6vg6z/post/3m6374k2zys2y
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreigg57fq6gu5fup3dml6bpmarlyxrqo7hfeqtapdm66bcbiu7cgdwu

2025-11-04 16:09:33 UTC

Looks like X is juicing web visit numbers by opening a browser WebView in the background whether the user visits the link or not.
They've re-invented pop-under fraud (allegedly).
[news.ycombinator.com/item?id=4580...](https://news.ycombinator.com/item?id=45807775 )
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreia62cq7p2dn2o76cjuuzl5dpwaatnf5m5cl5bm7lmoprsavebgl4q

2025-10-30 21:16:11 UTC

Zuck seems to believe Threads users have been sufficiently baited, so now comes the "switch" part of the "bait and switch".
[Threads reaches 150 million da...](https://www.engadget.com/social-media/threads-reaches-150-million-daily-users-and-is-ramping-up-ads-214259945.html )

2025-10-28 00:19:56 UTC

Have apparently been adopted by a stray cat.
Went from hanging out in the backyard every few days, to hanging out every day, to expecting a spot on the sofa?
I didn’t sign up for this!
https://morel.us-east.host.bsky.network/xrpc/com.atproto.sync.getBlob?did=did:plc:tpg43qhh4lw4ksiffs4nbda3&cid=bafkreicukk2oev7lj35hh7ku33i5fxrhdwjhsw2iyflduijsm7cherxrny

2025-10-19 16:23:38 UTC

The two best days in a Git repo owner’s life are the day they add a submodule and the day they delete it.
RE: https://bsky.app/profile/did:plc:ia76kvnndjutgedggx2ibrem/post/3m3kf6oj3vkqm
#note1w9f…5jz7

2025-10-09 00:40:20 UTC

Bashing SQLite is about the quickest way to out yourself as a technically ignorant noob.
The Bluesky PDS reference implementation has service millions of users at less than $0.001/mo per user for years now, with a very high degree reliability.
Self-hosting it requires almost zero maintenance.
RE: https://bsky.app/profile/did:plc:oio4hkxaop4ao4wz2pp3f4cr/post/3m2pom636bs2r
#note1vgg…0ukv

2025-09-28 14:48:06 UTC

Wow. Great work @npub1up3…czka!
Recruiting devs to the atproto ecosystem is a massive part of how atproto/Bluesky will win.
Great educational posts like this one doing well on HN is the most effective tactic available.
Many more devs still need to learn how much the atproto network has to offer.
RE: https://bsky.app/profile/did:plc:fpruhuo22xkm5o7ttr2ktxdo/post/3lzqs3jmttc2a
#note174u…8ul6

2025-09-19 16:47:38 UTC

Woohoo!
Moving did:plc to an independent org and then decentralizing it fixes the strongest technical criticism of atproto.
Would love to see did:plc quickly be decentralized to the degree that DNS root servers are. Mirrors w/library support for using the mirrors, even if readonly. Then make a v2!
RE: https://bsky.app/profile/did:plc:44ybard66vv44zksje25o7dz/post/3lz6kko5bnc2l
#note1pj3…ypq8

2025-08-24 01:11:12 UTC

Eugen could personally block/delete ~25% of active Fediverse users at any moment and they would have no recourse.
Handful of other admins could block/delete another 50%+
When the Bluesky app finally supports syncing to the phone, no one can block/delete any Bluesky users under any circumstance.
RE: https://bsky.app/profile/did:plc:yhpkkb7kvuldmh4jacpvjhv4/post/3lwze33hjkhc2
#note1t0s…j9k5

2023-10-04 21:40:59 UTC

This post is traversing
PDS -> BGS -> AppView
instead of the old path
PDS -> AppView
This took significant work by @npub1ak8…j5ld and [@jaz.bsky.social](https://bsky.brid.gy/ap/did:plc:q6gjnaw2blty4crticxkmujt ) with support from @npub1jas…326x and @npub1l34…99yp
Big milestone in the v2 scaling effort because it enables multiple Bluesky PDS instances!