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African elephants putatively self-medicate with medicinal plants

https://www.nature.com/articles/s41598-026-53610-4
1•geox•1m ago•0 comments

MTV On-Screen Graphics Recreation

https://github.com/m1k1o/mtv-onscreen-graphics
1•m1k1o•2m ago•1 comments

Untamed – A systems-engineering blueprint for technical autonomy

https://thefinancialtimingkey.com/untamed/
1•Sledgehammer_Op•3m ago•0 comments

Government contractor exposed path to immigration records

https://www.theregister.com/security/2026/09/24/government-contractor-exposed-path-to-immigration...
1•DemiGuru•4m ago•0 comments

Apple Opens Apple Music Hall

https://www.apple.com/newsroom/2026/09/apple-opens-apple-music-hall-a-state-of-the-art-live-music...
1•fredley•4m ago•0 comments

GPT-6 Sol is like GPT-5.6 Terra, GPT-6 Luna is like GPT-5.6 Asteroid

https://twitter.com/i/status/2103026209361719406
1•Michelangelo11•6m ago•0 comments

India sees coal remaining power mainstay through 2035-36

https://www.reuters.com/business/energy/india-sees-coal-remaining-power-mainstay-through-2035-36-...
1•alephnerd•7m ago•0 comments

A Little Spark in the Sky

https://thinkingground.net/writing/a-little-spark-in-the-sky
1•zc4242•7m ago•0 comments

"It Was Tragic": Exploring the Impact of a Robot's Shutdown

https://arxiv.org/abs/2509.06934
1•StatsAreFun•7m ago•0 comments

Show HN: Build Python project with poetry and DSCI

http://dsci.sparrowhub.io:8080/file_view/dsci/1f7f688.1790275674/02_answer.md
1•melezhik•7m ago•0 comments

Show HN: I built a seriously detailed free financial planner

https://app.finzot.com/plan/6VXFMte2tRMp81sRKhYgXM/results/net-worth
1•ryan3789437•8m ago•0 comments

US data centres 'are short six NYCs of electricity'

https://www.ft.com/content/f29de45a-3d32-4d9f-90cd-615f7466c1de
1•JumpCrisscross•10m ago•0 comments

Building a GPU in 24 Hours

https://www.outercloud.dev/blogs/gpu/
1•arghunter•11m ago•0 comments

OverfitCheck: Check if your trading backtest is overfit

https://overfitcheck.com
1•aidengandhi•13m ago•0 comments

Easy PDF Export with Links

https://www.figma.com/community/plugin/1637200885821233245/easy-pdf-export-with-links
1•edib•14m ago•0 comments

2.5D parallax interactive battle scene by Opus 5.5

https://www.echohive.ai/experiments/the-golden-ford
2•echohive42•15m ago•0 comments

Massive Parallel Imports in Neo4j Without Deadlock and Lock Contention

https://medium.com/neo4j/massive-parallel-imports-in-neo4j-without-deadlock-and-lock-contention-2...
2•eatonphil•15m ago•0 comments

Postgres SELECT DISTINCT Does Not Scale

https://www.dbos.dev/blog/postgres-select-distinct-does-not-scale
1•KraftyOne•15m ago•0 comments

Watermarking in vLLM

https://vllm.ai/blog/2026-09-24-watermarking-in-vllm
2•eatonphil•15m ago•0 comments

KeePassXC 2.8.0 (Beta 1) released

https://keepassxc.org/blog/2026-09-23-2.8.0-beta1-released/
4•varjolintu•16m ago•0 comments

Show HN: IttyBittyAI – Qwen2.5:0.5B running on a 2017 Asus smartphone

1•spottedmarley•16m ago•0 comments

Anthropic resumes charging for requests blocked by safeguards

https://twitter.com/ClaudeDevs/status/2103170368794185758
4•jeudesprits•16m ago•2 comments

Starbucks to close 250 stores this week

https://finance.yahoo.com/markets/stocks/article/starbucks-to-close-250-stores-this-week-15584602...
1•randycupertino•18m ago•2 comments

OpenAI, Anthropic CEOs urge UN countries to cooperate on AI safety standards

https://slashdot.org/story/26/09/24/0338213/openai-anthropic-ceos-urge-un-countries-to-cooperate-...
1•MilnerRoute•18m ago•0 comments

15 years later, a day without Tmux

https://www.brandur.org/fragments/tmux-15-years
2•aray07•19m ago•1 comments

New Jersey fines data center $1.1M after drone pics expose 62 gas generators

https://arstechnica.com/tech-policy/2026/09/new-jersey-fines-data-center-1-1m-after-satellite-pic...
4•voxadam•20m ago•0 comments

Show HN: Put a Run Button on the SQL in Your Blog Posts

https://seaquel.app/blog/run-sql-in-your-blog-posts
1•mikenikles•22m ago•0 comments

Unity day-one support for the new Meta VR Glasses

https://unity.com/blog/build-for-meta-vr-glasses-with-unity
1•binarynate•22m ago•0 comments

Show HN: Hormuz Signal – Iran war escalation risk from real data

https://www.HormuzSignal.com
2•mrPaul658•22m ago•0 comments

Existing laws already cover every type of AI security incident

https://paulfwalsh.substack.com/p/existing-laws-already-cover-every
4•PKop•24m ago•1 comments
Open in hackernews

Ask HN: Does spec-driven development still pay off with frontier coding models?

2•sarangk90•53m ago
As coding models get better at working from a rough goal, I’m wondering how much value there is in writing a detailed spec up front.

If you use these models on real projects, when has a spec improved the outcome? When has it added overhead? Have you shifted toward shorter briefs, tests, or iterative feedback?

Comments

bbor•42m ago
I'd argue that you 100% need a spec --ideally tied to some high-level unit tests-- and should have a plan, but I don't think there's any strict need to write any of those three by hand; the critical step is where you review it and request changes if needed.

Doing it all manually better guarantees quality of course, so makes sense for a lot of problems. But if you're looking to move a bit faster with a bit more risk, I'd sacrifice the writing step without sacrificing the reading & validating step.

docenttx•27m ago
I tend to agree with bbor. I use the agent to build the spec, usually from unfiltered audio to text data dump. The spec also allows you to manage context by pre-defining scope. I would argue managing context is more important than a spec at a certain quality level of the spec. A high-quality spec should inherently help manage context. If you are leaning into full end to end automation, there is no substitute. I'm not sure "better" is the lens. A more capable model also has more paths of interpretation that it can conceivably take based on the framing of your rough goal.