Hacker News: adeptima

New comment by adeptima in "The obscure trust looming over Anthropic's IPO"

adeptima — Tue, 20 Oct 2026 00:39:04 +0000

those corporate people rarely listen and live in their own universe and never waste a second to get leverage on each other

New comment by adeptima in "The obscure trust looming over Anthropic's IPO"

adeptima — Tue, 20 Oct 2026 00:36:24 +0000

yes 500 usd gone in days, and what would you do if you want to get leverage on Anthropic?

probably walk away to whatever the second best option Copilot …

my speculation- i would surprise if Claude will win the deal back over time. however the longer Copilot and Deepseek or whatever stays the less like the reverse win is possible

New comment by adeptima in "The obscure trust looming over Anthropic's IPO"

adeptima — Mon, 19 Oct 2026 19:35:06 +0000

for my cases, i suspect it was trained on closed source corporate saas repos. got plenty of evidence… for many other cases feels commodity

New comment by adeptima in "The obscure trust looming over Anthropic's IPO"

adeptima — Mon, 19 Oct 2026 19:08:07 +0000

friend of mine told me Antropic turned off 200 usd a month subscription, refused to extend and switched to usage base for large cyberop vendor he works for

when this happened PR rate dropped 95% in the first day, thousands devs, managers started to panic and downscaling all AI first intiatives and cap 500 usd a month token usage . most tokens were burned in the first day of the week.

as management got pissed, M$ people managed to sneak in and sell Copilot with up 600 usd a month token usage per dev …

devs and devops are now the most unhappy about models switch and probably haven’t seen the impact of sucking entire code base in copilot. copilot is too slow for them too. addiction to claude code is clearly present. using personal software licenses and unauthorised soft is strictly forbidden

story is clearly not over yet ..

as for myself, i’m ready to pay up to 1k usd a month … if if … claude gives the edge… but if it becomes commodity im gone next day

very curious what other devs in corporations are experiencing. deep inside cheerleading for 2 tie token ecosystem - full price for corporations and subsidized for small shops and indie

New comment by adeptima in "An open-source, clean-room reimplementation of Microsoft Word in pure Rust"

adeptima — Mon, 12 Oct 2026 03:21:42 +0000

same. got hundreds of specs started from architecture decisions

New comment by adeptima in "An open-source, clean-room reimplementation of Microsoft Word in pure Rust"

adeptima — Mon, 12 Oct 2026 03:17:51 +0000

most system design pattern for large projects applicable to rust 1:1

as for skills, did similar research 3 months ago, and couldn’t find anything comprehensive …

except this link https://github.com/leonardomso/rust-skills/tree/master/rules

ended up asking claude for code review 3 time and logging best practices in markdown gives compound effect

as a heavy temporal.io user i was never really bothered with async tokio rust gotchas

https://github.com/temporalio/sdk-rust

python libs written in rust under hood is a good source of rustish domain specific best practices too … if you are ok to see lot of “unsafe” code and clever tricks

New comment by adeptima in "Polars 2.0"

adeptima — Tue, 06 Oct 2026 14:09:29 +0000

it’s on the correct path. i use rust for geo spatial and the gap with c, c++ closing rapidly or negligible in most cases

from https://github.com/pola-rs/geopolars/tree/main

Comparison with GeoPandas

Imitation is the sincerest form of flattery! GeoPandas — and its underlying libraries of shapely and GEOS — is an incredible production-ready tool.

GeoPolars is nowhere near the functionality or stability of GeoPandas, but competition is good and, due to its pure-Rust core, GeoPolars will be much easier to use in WebAssembly.

New comment by adeptima in "Platform-independent SIMD in Go"

adeptima — Fri, 25 Sep 2026 19:33:38 +0000

I personally use both, and keep using both. There are much more Golang job in the market now. Noone planning to ditch Go in my network or unhappy with it. Highload E-commerce, logistics, etc are way easier to write in Go IMHO.

Discover a very good niche for Rust - geo spatial analytics. Would not do it Go or Python. LLMs gave a huge boost to Rust too. Claude produce a very high code ... if designed right. Lot of feature complete libraries now.

Both will do fine

New comment by adeptima in "Cloud in a Bottle: making self-hosting accessible to everyone"

adeptima — Sun, 06 Sep 2026 19:35:49 +0000

has anyone bothered to check the code, dependencies especially dockerfile and god forgive me performance of this project !?

the pain point presented correctly especially comparison … but what about remedy?

https://github.com/cloud-in-a-bottle/cloud-in-a-bottle/

New comment by adeptima in "AWS Acquires DuckLabs"

adeptima — Thu, 27 Aug 2026 00:34:39 +0000

If you are into geo spatial, worth to check on the same class project - SedonaDB https://github.com/apache/sedona-db

"SedonaDB is an open-source single-node analytical database engine with geospatial as a first-class citizen"

Apache License 2.0 https://github.com/apache/sedona-db/blob/main/LICENSE

MIT License https://github.com/duckdb/duckdb/blob/main/LICENSE

https://duckdb.org/docs/current/core_extensions/spatial/func...

New comment by adeptima in "Vite+ Beta"

adeptima — Thu, 02 Jul 2026 14:43:37 +0000

Extremely happy user of Vite, Vitest, Rolldown, tsdown, Oxlint, and Oxfmt.

I do have lot of hardforked packages, and dont want to look back. Everything just works.

If you confused by the naming, start from Oxlint https://oxc.rs/docs/guide/usage/linter Rolldown https://rolldown.rs/

Did very little changes to tsconfig during past 6 months adoption

My day-to-day process - get the new package unless it some antd6, echart or some rendering engine or geo spatial lib, clean up with Claude, strict and unify type system and align it with my vite, tsconfig, oxlint tastes. The result - no need to follow libs bloat and supply chain attack issues. Easy to read, easy to fix.

New comment by adeptima in "OAuth for all"

adeptima — Fri, 26 Jun 2026 11:40:36 +0000

exactly! allowlist or some sort of marketplace or app store like you like or not

New comment by adeptima in "OAuth for all"

adeptima — Thu, 25 Jun 2026 20:48:42 +0000

appreciate all your work Hydra, Kratos and my favorite small RBAC lib - ory/ladon

New comment by adeptima in "OAuth for all"

adeptima — Thu, 25 Jun 2026 19:14:37 +0000

the original sin of internet - it’s not secure, and for many it’s not the bug it’s a feature to make money or gain power. all nested layers to cover up previous fails. example - nonce, state, encryption bumps in oidc/oauth2.1

New comment by adeptima in "OAuth for all"

adeptima — Thu, 25 Jun 2026 19:11:13 +0000

Mixed fealings cause the full context should include plans on both Authorization and Authentication flows at least withing Cloudflare ecosystem. No github examples

Anyway good start in the right direction from Cloudflare, yet still long way to go especially compare to the full Ory's offering its built on. Ory's Kratos handles identity, login, registration, recovery, MFA... https://github.com/ory

IMHO full scope should include plans on user store, SAML, multi-tenant org model. Good example - Zitadel https://github.com/zitadel has managed UI for orgs multitenancy, OIDC/PKCE supports, etc you can even partial glue RBAC to it

Subabase offers managed and opensource https://github.com/supabase/auth

Siding "MCP is dead, Skills forever" what bother me about all of them is planning to plug MCPs and rotate keys ... this start hitting the fan very soon

OAuth 2.0 Dynamic Client Registration (RFC 7591) https://datatracker.ietf.org/doc/html/rfc7591

https://modelcontextprotocol.io/specification/2025-03-26/bas...

Any comments greatly appreciated. Especially in multitenant saas and built-in "AI assistants" context

New comment by adeptima in "Migrating from Go to Rust"

adeptima — Mon, 25 May 2026 08:11:51 +0000

same experience. any good claude skills to ease the pain?

New comment by adeptima in "Don't post generated/AI-edited comments. HN is for conversation between humans."

adeptima — Wed, 11 Mar 2026 20:54:54 +0000

My expectations to dear fellow humans - more sophisticated personal insults (ex. give me your cute comments), a freudian slips, hidden messages and motives, first viewer experience with the next cool toy from the hype train, sharing all kind of insecurities, heavy f.. word if very dramatic first person experience happened, border line exposure to the insider info, sharing something your corporate HR gestapo wont appreciate but might help another guy on the line, "i knew the guy who actually did it" stories, motivational statement toward my non-native english, etc

->> ◕ ‿ ◕ <<--

New comment by adeptima in "Calling All Hackers: How money works (2024)"

adeptima — Wed, 07 Jan 2026 07:53:39 +0000

real learning- copy paste the content and ask for “critical and constructive feedback and potential false narratives from industry professionals” to get 10x from it

https://chatgpt.com/share/695e125f-1254-800a-8661-d7a046f4c2...

New comment by adeptima in "Ask HN: Resources to get better at outbound sales?"

adeptima — Sun, 28 Dec 2025 15:21:39 +0000

Real tip - find someone who loves outbound, can create a funnel outside of Linkedin or convert traffic from Linkedin to something more reliable and can talk about numbers non-stop for hours.

Ex. I never did more than 1k whatsapp messages with 20% open rate in a month ...

Know a friend who is doing 190k MRR with 12k whatsapp messages open rate 40%-60% (no AI SDRs!, fake avatars, etc) and what to double it next year. All he wants to talk is outbound ... and how it will make rich and how it should cost no more than 20% revenue.

99,999% hates outbound with passion, want to dump on someone else, can't retain SDRs for more than 6 months, etc

New comment by adeptima in "Work after work: Notes from an unemployed new grad watching the job market break"

adeptima — Mon, 10 Nov 2025 02:02:22 +0000

> There are already public memos from large companies where leaders tell their staff that any request for headcount has to come with a justification for why an AI system cannot do the job

spot on! at my place - playwright + prompts instead of hiring QA. data analytic guy is gone ... noone is missing him

today's random quotes

- "AI isn't replacing jobs. AI spending is" ...

- "he job market in India has grown 9% in 2025, so far. 53 million in new jobs. I wonder, how many jobs came from U.S. companies being off shored?"

5 trilllion off the global IT bubble funded by VC money taken somewhere else poured into GPUs and data centers

look at number of linkedin profiles in US companies like Accenture in India .... 450 000 + ... feel really bad biggest transfer of head-counts from US, chatgpt just fuelled it