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What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
1•okaywriting•4m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•7m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•8m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•9m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•9m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•10m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•10m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•11m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•15m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
2•bkls•15m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•16m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•16m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•25m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•25m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•27m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•27m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•27m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
3•pseudolus•28m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•28m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•29m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•29m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•30m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•31m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•31m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•34m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•35m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•35m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
1•agliolioyyami•36m ago•0 comments

Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
2•tusharnaik•37m ago•0 comments

OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•37m ago•0 comments
Open in hackernews

Ask HN: Employers of HN – Would you hire a career changer without experience?

3•tejonutella•7mo ago
I’m curious how hiring managers and founders here weigh relevant vs demonstrated ability. For instance, suppose an applicant spent the last five years as a civil engineer and applies for a data science job or a high school teacher who self taught backend Go at night and ships side-projects. Or a graphic designer who’s built and sold a few small apps but has no formal CS background, etc etc.

what evidence or signals convinced you of a career changer being the right fit and which proof points mattered most (certs, projects, references, something else)?

Also, if you passed on someone like this, what was missing?

Comments

toomuchtodo•7mo ago
Show me how you work. Show me how you think. Show me what you’ve built. Knowledge is important, but everyone can talk, not as many can do. With that said, I’m not going to ask a fish to climb a tree.
lastdong•7mo ago
Unless that fish is a mudskipper :)
toomuchtodo•7mo ago
There are always exceptions.
BobbyTables2•7mo ago
People who pursued small projects on their own would be miles ahead of those who just say they want to do something different.

The latter often mean “I’m willing to fake pretend because I want to be employed, not because I have any passion”

JohnFen•7mo ago
I once hired career-changer as a dev. His old career was as a music studio engineer. He had a baseline level of programming knowledge, but the reason I hired him was that he was wicked smart, his brain worked in the right way, and he worked well in a team. I wasn't worried that he would need some additional training and experience to come up to speed.

He turned out to be one of my best hires.

warrenm•7mo ago
Everyone has "experience" - so first let me fix your [semi]broken premise

I know you meant "directly-related experience" - but having unrelated/indirectly-related experience can, at times, be a phenomenal addition to a given team

I care far more about behavior, attitude, personality, and how eager/able you are to learn than any specific related experience

Show me how you think

Show me how you solve problems

Show me how you address 'problem people' (customers, coworkers, etc)

Show me how you interact with people you just met (me and the rest of the interview team)

I have seen many people from indirect or [apparently] unrelated previous career fields make a jump very successfully - it may be "harder" for them than someone who is already 'on the track', so to speak, but they have been great examples of Osterhout's adage, "a little bit of slope makes up for a lot of y-intercept"[0] :: by jumping in and demonstrating their willingness to learn (loads of questions, creating metaphors and analogies to previous work / different fields, etc), a motivated individual can become a top-performer (and bring the whole team up by sharing from their background new/different ways of thinking or approaching problems, issues, and challenges

One more thing: do NOT lie to me - be honest with not only me, but yourself in the whole process

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[0] https://briankeng.com/2015/07/a-little-bit-of-slope/