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RFCs vs. READMEs: The Evolution of Protocols

https://h3manth.com/scribe/rfcs-vs-readmes/
1•init0•1m ago•1 comments

Kanchipuram Saris and Thinking Machines

https://altermag.com/articles/kanchipuram-saris-and-thinking-machines
1•trojanalert•1m ago•0 comments

Chinese chemical supplier causes global baby formula recall

https://www.reuters.com/business/healthcare-pharmaceuticals/nestle-widens-french-infant-formula-r...
1•fkdk•4m ago•0 comments

I've used AI to write 100% of my code for a year as an engineer

https://old.reddit.com/r/ClaudeCode/comments/1qxvobt/ive_used_ai_to_write_100_of_my_code_for_1_ye...
1•ukuina•6m ago•1 comments

Looking for 4 Autistic Co-Founders for AI Startup (Equity-Based)

1•au-ai-aisl•17m ago•1 comments

AI-native capabilities, a new API Catalog, and updated plans and pricing

https://blog.postman.com/new-capabilities-march-2026/
1•thunderbong•17m ago•0 comments

What changed in tech from 2010 to 2020?

https://www.tedsanders.com/what-changed-in-tech-from-2010-to-2020/
2•endorphine•22m ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•Anon84•26m ago•0 comments

Advanced Inertial Reference Sphere

https://en.wikipedia.org/wiki/Advanced_Inertial_Reference_Sphere
1•cyanf•27m ago•0 comments

Toyota Developing a Console-Grade, Open-Source Game Engine with Flutter and Dart

https://www.phoronix.com/news/Fluorite-Toyota-Game-Engine
1•computer23•29m ago•0 comments

Typing for Love or Money: The Hidden Labor Behind Modern Literary Masterpieces

https://publicdomainreview.org/essay/typing-for-love-or-money/
1•prismatic•30m ago•0 comments

Show HN: A longitudinal health record built from fragmented medical data

https://myaether.live
1•takmak007•33m ago•0 comments

CoreWeave's $30B Bet on GPU Market Infrastructure

https://davefriedman.substack.com/p/coreweaves-30-billion-bet-on-gpu
1•gmays•44m ago•0 comments

Creating and Hosting a Static Website on Cloudflare for Free

https://benjaminsmallwood.com/blog/creating-and-hosting-a-static-website-on-cloudflare-for-free/
1•bensmallwood•50m ago•1 comments

"The Stanford scam proves America is becoming a nation of grifters"

https://www.thetimes.com/us/news-today/article/students-stanford-grifters-ivy-league-w2g5z768z
2•cwwc•54m ago•0 comments

Elon Musk on Space GPUs, AI, Optimus, and His Manufacturing Method

https://cheekypint.substack.com/p/elon-musk-on-space-gpus-ai-optimus
2•simonebrunozzi•1h ago•0 comments

X (Twitter) is back with a new X API Pay-Per-Use model

https://developer.x.com/
3•eeko_systems•1h ago•0 comments

Zlob.h 100% POSIX and glibc compatible globbing lib that is faste and better

https://github.com/dmtrKovalenko/zlob
3•neogoose•1h ago•1 comments

Show HN: Deterministic signal triangulation using a fixed .72% variance constant

https://github.com/mabrucker85-prog/Project_Lance_Core
2•mav5431•1h ago•1 comments

Scientists Discover Levitating Time Crystals You Can Hold, Defy Newton’s 3rd Law

https://phys.org/news/2026-02-scientists-levitating-crystals.html
3•sizzle•1h ago•0 comments

When Michelangelo Met Titian

https://www.wsj.com/arts-culture/books/michelangelo-titian-review-the-renaissances-odd-couple-e34...
1•keiferski•1h ago•0 comments

Solving NYT Pips with DLX

https://github.com/DonoG/NYTPips4Processing
1•impossiblecode•1h ago•1 comments

Baldur's Gate to be turned into TV series – without the game's developers

https://www.bbc.com/news/articles/c24g457y534o
3•vunderba•1h ago•0 comments

Interview with 'Just use a VPS' bro (OpenClaw version) [video]

https://www.youtube.com/watch?v=40SnEd1RWUU
2•dangtony98•1h ago•0 comments

EchoJEPA: Latent Predictive Foundation Model for Echocardiography

https://github.com/bowang-lab/EchoJEPA
1•euvin•1h ago•0 comments

Disablling Go Telemetry

https://go.dev/doc/telemetry
1•1vuio0pswjnm7•1h ago•0 comments

Effective Nihilism

https://www.effectivenihilism.org/
1•abetusk•1h ago•1 comments

The UK government didn't want you to see this report on ecosystem collapse

https://www.theguardian.com/commentisfree/2026/jan/27/uk-government-report-ecosystem-collapse-foi...
5•pabs3•1h ago•0 comments

No 10 blocks report on impact of rainforest collapse on food prices

https://www.thetimes.com/uk/environment/article/no-10-blocks-report-on-impact-of-rainforest-colla...
3•pabs3•1h ago•0 comments

Seedance 2.0 Is Coming

https://seedance-2.app/
1•Jenny249•1h ago•0 comments
Open in hackernews

Ask HN: Any recommended classes/trainings for an already-talented junior SWE?

3•zbentley•6mo ago
At work, I'm mentoring a junior colleague who was awarded a little less than $10k to spend on job-related training/certifications of his choice. The money expires in a year, and is a rare windfall in our organization.

If the kid was brand new and just starting out with fundamentals, I'd find a reputable programming generalist/web-tech boot camp and advise him to attend that.

Problem is, he's beyond that point. He's 2 years into self-taught work in the backend/security/cloud/DevOps space, and he is a natural. Fast learner, good at self-teaching, knows to avoid the superficial/shiny, cares about understanding "why".

As a result, he's already pretty productive and deep into a lot of what our specific job needs. But that means that "here's what a for-loop is, here's AWS/Terraform basics, here's a simple Kubernetes build-out"-type courses would waste of his time.

So, my question: what organized training do you buy to support or speed up an already-started, fast-learning person's career? Most trainings out there are occupied with helping people get started, correct deficiencies, or pivot into another area. As someone who was informally-taught, I'm at a bit of a loss: I want to recommend things that will accelerate his progress of learning things that he'd arrive at organically anyway, in time.

I've worked with some legendary engineers; this kid has the potential. Right now, he's productive, insightful, and a little bored with some of the more mundane work we do; he's on the cusp of starting that 1-2 year period that most engineers go through where he over-optimizes/over-refactors/over-automates everything he touches (for the record, I think everyone should go through that; it's an important learning experience). Even if left alone, I'm confident that he'll come out the other side of that with a pragmatic/flexible approach rather than ossifying and having to un-learn bad habits like some people (cough) do.

And he went from "what's AWS/Python/Ubuntu, I have no educational background in SWE" to where he's at now in like ... a year! Coupled with the fact that he's humble and a good communicator, I have zero doubt that if I check in on his career in 10 years, I'll be floored.

Question is: can we use this training money to make that 5?

The sky's the limit: weeks/months/in-person/online/whatever, we'll consider it. Both I and his boss know that there's a good chance of training him out of a job with us, but we care more about encouraging that than making him stay at this gig.

My impression of certification courses is that they're not great for someone who already has the skills--but that's not strongly held, and I'd love to hear otherwise!

I wish there were a training in like ... "software architecture aesthetics": how to become grug brained; how to know when to follow dogma and when to abandon it; how to intuit how to simplify/replatform big complex legacy systems; how to identify funny-smelling or bad ideas/implementations; when to switch to the new shiny tool and when to suspect it. But that stuff seems squarely in the "you gotta learn it from experience" category.

Right now, he wants to work primarily on backend/DevOps/data pipeline stuff, but he's open to learning about other areas. Any trainings that inform about the breadth of the field would be welcome, I'm sure.

Trainings for depth are also welcome: actual advanced AWS/DevOps/cloud engineering trainings seem pretty hard to find: "advanced" usually boils down to "stuff that a talented person who cares would pick up organically by their second year on the job anyway". If there are any advanced trainings that buck that trend, let me know!

The only restrictions are that the trainings have to be in or offered by the US (employer restriction), and have to look more or less like an organized educational opportunity (so no spending the money on parts to build a server rack, as fun and relevant as that would be).

Comments

zenburnmyface•6mo ago
Check out courses by David Beazley: https://www.dabeaz.com/