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d675

Re:GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price on Tuesday September 29, 2026 @10:19PM (#49903599)
here's a simple task. Collect all info from unstructured email signatures, 3 years of small business emails.

Opus directs and starts haiku/sonnet subagents. Much more efficient than opus reading it all.

Without this explicit direction, Opus burned through usage to create complicated regex parsers & 8 excel sheets.

Re:GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price on Tuesday September 29, 2026 @10:16PM (#49903582)
which year are they from?

AI startups with hyper ARR growth – what's happening inside these companies?

Seeing more and more people leave great big tech jobs or very smart new grads start AI companies that seem to hit $10m, $50m, $100m ARR incredibly quickly.What’s actually going on inside these companies?Are they profitable? How much are they burning? Are they really growing that fast? And are founders/employees building for the long term or basically aiming for an acquisition?Would be...

( Read More... | 9 comments | 3 points | on HN )
distribution. MacBooks are everywhere and already used by devs
Re:Building a real-time AI tutor for 5-year-olds on Friday July 10, 2026 @03:28AM (#48856823)
taught mental math (abacus) to 3-15yr olds for 10+ yrs. A great teacher notices the gaps in the fundamentals and fixes those along with variants before piling on.

ello looks great, great work

Re:Apple increases MacBook and iPad prices by 20% on Thursday June 25, 2026 @05:34PM (#48679505)
a single leetcode tab is taking up up to 700mb of memory...
Re:Unlimited OCR: One-Shot Long-Horizon Parsing on Tuesday June 23, 2026 @08:17PM (#48653491)
just the level of questions being asked seems to be high idk, just passed round 1 for big tech. Not feeling great about the rest.

main comment was a bit tongue in cheek

Re:Unlimited OCR: One-Shot Long-Horizon Parsing on Tuesday June 23, 2026 @09:21AM (#48644586)
See, leetcode is useful. As I do this leetcode grind, I’ve been why techniques exist / how they’re used irl. Lots of interesting stuff there
Re:What job interviews taught me about Kubernetes on Tuesday June 16, 2026 @11:41AM (#48557005)
yeah. Was always the jr on a team full of seniors/staff. Always switching context, so many verticals and systems.

True startups need only senior+ and big ones don't wanna interview often.

Re:What job interviews taught me about Kubernetes on Monday June 15, 2026 @07:41PM (#48548647)
as I got into SWE 4 yrs ago, this was a big part of my job as a SRE/SDET and my next job came b/c of that SRE exp which was never used, so just became an SDET.

Now am laid off, and hard to find a job...

Re:Ask HN: What Are You Working On? on Sunday June 14, 2026 @07:29PM (#48534219)
5yrs ago, pre LLMs, I made a very simple version of this, create good playlists from a user query. Got me my first programming (& favourite) job at a music AI company to lead QA Automation, found a lot of bugs.

Only had basic python knowledge going in (new grad mech engineer on pumps/pipes). built on flask / python / heroic / GitHub.

Small team, some awesome people. Changed my life. for now, back to being laid off.

Re:Ask HN: What are you working on? (June 2026) on Sunday June 14, 2026 @07:18PM (#48534076)
1. http://thefamilyhotline.com

80%+ done MVP, for small business use & personal use. First go at full stack development with AI. useful features around voicemail, notifications, and spam prevention (whitelist, blocklist). Built to be robust, secure and available.

2. Intelligent understanding for videos, No MVP yet. Have an interface and use-case in mind that allows people to use understand videos with rich context quickly

currently on pause for leetcoding but I think there's potential here.

Re:The first 40 months of the AI era on Sunday March 29, 2026 @12:52AM (#47560486)
I'm an early-mid career SDET/SRE. Currently building a full web app with rest AP integrations, looks great and works great. Lots of functionality, useful and being hardened all b/c of AI. It's going to be live with customers soon I hope.

AI is not a feature of the product. GTM will be interesting, have some good ideas.

It's really up to you to be clever. I've never used Js/Ts/node/these apis etc. I started programming as a non-cs engineer to automate stuff and then got into SWE. This is truly an amazing time.

Re:Moving from GitHub to Codeberg, for lazy people on Thursday March 26, 2026 @11:59AM (#47532124)
What’s the hate on Microsoft?
also starting in a blue-collar field soon as an operator-ish in a facility management company. I've already lined up an awesome new SaaS in the main industry. Pest control will be one of the verticals the company has customers fo so I will be keeping an eye for it, was thinking of just starting a pest control business it self.

Does your software do anything fancy or is mostly for organization, good workflow, and being the central source of truth?

Did it require a lot of development after getting a few customers on boarded?

are you a 1 man show?

Re:Is anybody else bored of talking about AI? on Tuesday March 24, 2026 @06:17PM (#47510279)
what did you try to make? how?
Re:What's your tooling around coding agents? on Tuesday March 24, 2026 @06:13PM (#47510229)
He discusses:

Instead of maintaining a catalog of tools like read_file, grep, list_dir, they just expose one run(command: str) tool and let the LLM compose Unix pipelines. It has access to one tool for shell commands: run(...)

I think you could use mcp-shell , written in Go instead of python subprocesses

What's your tooling around coding agents?

A post[1] from the Manus ex lead engineer on r/LocalLLama got me thinking about improving the tooling these agents have.Saw CC will use rip-grep if installed, but it won't install it by default for you.Was wondering if using tree-sitter could reduce token usage, increase speed and better output. Or does this reduce the quality b/c CC now doesn't have the entire glob in memory?Want to ask the...

( Read More... | 1 comment | 2 points | on HN )
Re:Is anybody else bored of talking about AI? on Tuesday March 24, 2026 @05:44PM (#47509864)
depends on if they're selling you an AI wrapper or if they built something useful.

Also, depends on who target user is.

AI can be used to build deterministic software

Re:Is anybody else bored of talking about AI? on Tuesday March 24, 2026 @05:39PM (#47509787)
absolutely. as a early/mid level SDET/SRE, I can move so fast on prototyping full good apps now. That style of thinking is serving me well, knowing about queues, docker, basic infra knowledge, good coding practices, is plenty to produce decent code. Interesting time to be laid off.

AI makes a ton of bad decisions too and it's up to you to work with it. If I had the knowledge of the dangers hidden in things I'm developing, I'd move even faster

Was able to make a great full web app, which I think is hardened for prod but it had to be refactored to do so. Which it happily did.

It's really about asking the right questions, breaking down tasks, and planning now. I'm going to tackle a huge project, hoping to share it here.

Re:Ask HN: Who is hiring? (March 2026) on Thursday March 05, 2026 @12:29PM (#47264566)
The careers page would be more usable with option to load 100 postings a click vs a handful. The dropdowns also only support 1 option. AI should be able to resolve this asap

Whats your strategy to stay productive post layoff?

Hola,Got laid off again this week — number four, if we’re counting. Two as a mechanical engg in 2020, and now #2 as a SWE.I’m back on the grind with Leetcode, getting ready for a FANG interview coming up. Have already extended it a month, will extend another couple months. Don't get many chances so I can't blow it.In the meantime, maybe time to dive into an AI hackathon in SF.My usual...

( Read More... | 1 comment | 2 points | on HN )
Re:AI is making junior devs useless on Monday March 02, 2026 @01:48AM (#47214643)
agreed. Of the two software teams I've been on everyone has been a "senior". Some were fresh seniors, and some more staff. I've always been the most junior on the team.

2 devs on teach team were truly 10x before AI; each has 15-25 yrs of exp on very small teams, great at so many things: code - infra - linux internals - networking - incredible debugging skills - keep up with good practices - great docs - and desire to do things the "right way" - IQ + horsepower.

The other good senior devs may do some of those things.

My title is Senior 2 b/c I negotiated a raise during interview, but am mid-level at best. Now laid off.

Re:Code is cheap. Show me the talk on Friday January 30, 2026 @09:29PM (#46832752)
These are definitely valuable but how much idk.

I've just spent some time with Opus to extend basic metrics in a static language, with guides, where to look, what set of metrics etc, it's making quite a few mistakes for not a hard task...

Re:Karpathy on Programming on Thursday January 08, 2026 @01:54AM (#46538044)
how has it paid off for you?
Re:Ask HN: Who is hiring? (December 2025) on Tuesday December 30, 2025 @04:47PM (#46438410)
great work. Lots of opportunity imo, competitive leagues, universities, etc. Too bad I don't have the experience ya'll want
Re:Ask HN: Who is hiring? (December 2025) on Friday December 19, 2025 @02:13PM (#46329699)
My initial idea was to go B2B, a simple camera device per court that flashes red on out of bounds shot. Let's businesses provide a quality of life upgrade.

looked more into swing vision and there's so much to it, looks like a great tool

Re:Ask HN: Who is hiring? (December 2025) on Saturday December 13, 2025 @11:29AM (#46255739)
Just had this idea the other day playing some pickleball too. Would do the business a little differently though
Re:Ask HN: Who is hiring? (December 2025) on Friday December 12, 2025 @01:14AM (#46241354)
Hey Jared, just applied for a future SWE role. In case my resume gets missed, I want to say I really enjoy making learning feel intuitive and fun.

I've taught 100s of kids mental math (abacus/soroban) for ~10 years, well over 5000 hours. Taking kids from beginners to very high level required of me to get creative with teaching styles, gamification, engagement, and ultimately helping kids build grit and to enjoy the process. In person for 5 years and a few years remote before ultimate closing that chapter.

Would love to do integrate it professionally :)

Re:Ask HN: Who is hiring? (December 2025) on Tuesday December 09, 2025 @02:56AM (#46202403)
super cool. Out of curiosity, I studied Mech Engg and have been a dev for 4 years in the cloud / SRE, python, data wrangling world.

Would a masters in CS / Mechatronics / Electrical Engg open up doors to jobs like this?

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