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Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•51s ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•1m ago•0 comments

Hello

1•otrebladih•2m ago•0 comments

FSD helped save my father's life during a heart attack

https://twitter.com/JJackBrandt/status/2019852423980875794
1•blacktulip•5m ago•0 comments

Show HN: Writtte – Draft and publish articles without reformatting, anywhere

https://writtte.xyz
1•lasgawe•7m ago•0 comments

Portuguese icon (FROM A CAN) makes a simple meal (Canned Fish Files) [video]

https://www.youtube.com/watch?v=e9FUdOfp8ME
1•zeristor•9m ago•0 comments

Brookhaven Lab's RHIC Concludes 25-Year Run with Final Collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
2•gnufx•11m ago•0 comments

Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
1•nielstron•15m ago•0 comments

.72% Variance Lance

1•mav5431•16m ago•0 comments

ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
1•JSLegendDev•18m ago•0 comments

Encrypt It

https://encryptitalready.org/
1•u1hcw9nx•18m ago•1 comments

NextMatch – 5-minute video speed dating to reduce ghosting

https://nextmatchdating.netlify.app/
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Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
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SpaceKit.xyz – a browser‑native VM for decentralized compute

https://spacekit.xyz
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NotebookLM: The AI that only learns from you

https://byandrev.dev/en/blog/what-is-notebooklm
1•byandrev•21m ago•1 comments

Show HN: An open-source starter kit for developing with Postgres and ClickHouse

https://github.com/ClickHouse/postgres-clickhouse-stack
1•saisrirampur•22m ago•0 comments

Game Boy Advance d-pad capacitor measurements

https://gekkio.fi/blog/2026/game-boy-advance-d-pad-capacitor-measurements/
1•todsacerdoti•22m ago•0 comments

South Korean crypto firm accidentally sends $44B in bitcoins to users

https://www.reuters.com/world/asia-pacific/crypto-firm-accidentally-sends-44-billion-bitcoins-use...
2•layer8•23m ago•0 comments

Apache Poison Fountain

https://gist.github.com/jwakely/a511a5cab5eb36d088ecd1659fcee1d5
1•atomic128•24m ago•2 comments

Web.whatsapp.com appears to be having issues syncing and sending messages

http://web.whatsapp.com
1•sabujp•25m ago•2 comments

Google in Your Terminal

https://gogcli.sh/
1•johlo•26m ago•0 comments

Shannon: Claude Code for Pen Testing: #1 on Github today

https://github.com/KeygraphHQ/shannon
1•hendler•27m ago•0 comments

Anthropic: Latest Claude model finds more than 500 vulnerabilities

https://www.scworld.com/news/anthropic-latest-claude-model-finds-more-than-500-vulnerabilities
2•Bender•31m ago•0 comments

Brooklyn cemetery plans human composting option, stirring interest and debate

https://www.cbsnews.com/newyork/news/brooklyn-green-wood-cemetery-human-composting/
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Why the 'Strivers' Are Right

https://greyenlightenment.com/2026/02/03/the-strivers-were-right-all-along/
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Brain Dumps as a Literary Form

https://davegriffith.substack.com/p/brain-dumps-as-a-literary-form
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Agentic Coding and the Problem of Oracles

https://epkconsulting.substack.com/p/agentic-coding-and-the-problem-of
1•qingsworkshop•34m ago•0 comments

Malicious packages for dYdX cryptocurrency exchange empties user wallets

https://arstechnica.com/security/2026/02/malicious-packages-for-dydx-cryptocurrency-exchange-empt...
1•Bender•34m ago•0 comments

Show HN: I built a <400ms latency voice agent that runs on a 4gb vram GTX 1650"

https://github.com/pheonix-delta/axiom-voice-agent
1•shubham-coder•34m ago•0 comments

Penisgate erupts at Olympics; scandal exposes risks of bulking your bulge

https://arstechnica.com/health/2026/02/penisgate-erupts-at-olympics-scandal-exposes-risks-of-bulk...
4•Bender•35m ago•0 comments
Open in hackernews

Ask HN: How do you keep hardware requirements "verified" throughout development?

3•joshguggenheim•2w ago
I’m building Seigo (https://seigo.ai), a continuous alignment tool for hardware system requirements, components, and tests.

After working in HW systems development (seed → public), I’ve repeatedly hit the same failure mode: at any moment, it’s hard to answer “does the current build/config actually satisfy the deliverable requirements?”

------------ The pattern: ------------

Requirements get written, then R&D moves fast (design iterations, part swaps, supplier changes)

During component selection, datasheets are selectively reviewed to address top-of-mind issues — not evaluated line-by-line against every requirement

Tests get created/executed/re-run, but the “proof” ends up scattered across datasheets/PDFs, tickets, logs, scripts, and lab notes

When something changes, there’s rarely a clean way to know what’s now invalidated, what needs re-review / re-test, and what’s actually ready at a program level

Re-running a test often feels like starting over because prior setup/conditions/results aren’t captured in a repeatable, traceable way

-------------- The questions: --------------

What tools/methods do you use to define requirements and track system readiness during development?

What was the biggest design oversight you made? When did you realize? How early could you have recognized/addressed?

When a requirement changes or a part is substituted, how do you decide what must be re-run / re-reviewed?

What artifacts count as gate-quality evidence for you, and how do you tie them to an exact build/config + requirement intent?

Is this a solvable workflow/tooling problem, or mostly an unavoidable HW tax?

Comments

joshguggenheim•2w ago
link to Seigo: https://seigo.ai
gus_massa•2w ago
"Ask" is for real questions, the prefered style for the title is "$nama:$catchphrase", something like

"Seigo: Continuous Requirements Alignment for Hardware Systems" and it's nice that you later post a comment explainig you are the author, as you did.

Jtsummers•2w ago
Caveat: I've not used this for your particular problem, but there is a category of software tools that aims to solve this in general.

Requirements management systems. DOORS [0] is one I had extensive experience with at one point in my career. I'm not specifically endorsing it, there are more examples here [1], but I will write about it from my perspective having used DOORS. They particularly addressed this from your question:

> When something changes, there’s rarely a clean way to know what’s now invalidated, what needs re-review / re-test, and what’s actually ready at a program level

In our context it was being used for safety critical systems, I used it for the software side but they also used it for hardware. You created multiple documents (in our case requirements, spec, design, test procedures). Each one was really a table in a DB that could be pretty printed as nice looking PDFs. Each entry was something like (probably entirely wrong format, but this is the kind of information presented):

  R1234 Fire suppression system must automatically discharge after power failure. [Linked from: S123, ...]

  S0123 30 seconds after detecting a power failure [mechanism described elsewhere], the fire suppression system will automatically discharge. [Ref: R1234, Linked from: D0983, D1234, ...]

  D0983 Whatever text describes this part of the spec, maybe this is where detecting power failure is described [Ref: S0123, ...]

  T0013 Procedure which triggers power failure and observes correct behavior (for a passing test) [Ref: D0983, ...]
DOORS would fill in all the transitive references. So the test may not have to directly refer to the requirement, or perhaps it only refers to the requirement and not the design document. But you could query the system and see which entries link in some fashion to T0013. Now when someone comes in and edits S0123 to change it to a 60 second delay, everything linked from S0123 can be marked as needing review. That includes the requirement (which was written more generically in this case) and down to the test procedures meant to verify the requirement or spec or design entry. The test itself is actually many entries (each step was an entry the way we did it) and so that change might only invalidate 2-3 procedure steps so it helps narrow down what needs to be reviewed.

It also could be used to generate reports of what had or had not been connected to a lower level item. If you have that requirement above and it doesn't trace to a spec, design, and test entry then you have a problem. If it's implemented you forgot to describe that fact and demonstrate it, or it was never implemented and no test shows that it's happening one way or the other.

The downside to DOORS is that (at least when I was using it or the way we used it) it couldn't really encode logic beyond that linking. There are other systems like Event-B which can be used to help with formalizing a design and ensuring that the requirements are logically consistent. DOORS did not stop you from having two entries that gave contradictory specifications on its own.

[0] https://en.wikipedia.org/wiki/DOORS

[1] https://en.wikipedia.org/wiki/Requirements_engineering_tools...