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AI should help us produce better code

https://simonwillison.net/guides/agentic-engineering-patterns/better-code/
5•simonw•1h ago

Comments

nadis•1h ago
> "I like to think about shipping better code in terms of technical debt. We take on technical debt as the result of trade-offs: doing things "the right way" would take too long, so we work within the time constraints we are under and cross our fingers that our project will survive long enough to pay down the debt later on.

The best mitigation for technical debt is to avoid taking it on in the first place."

This is actually something I've been thinking about a lot, to the point that I'm now building agentic experiences to try to help make it easier to create and maintain better code and iterate in an AI-centric way while building software.

> "Embrace the compound engineering loop"

Agreed! I feel like making it easier for AI agents to create high-quality code that's easy to test, iterate on, and maintain (without adding tech debt) is crucial here.

Ask HN: Getting Someone at Facebook to Listen

1•ccleve•1m ago•0 comments

Ohio judge rules that Kalshi is sports betting and must adhere to state law

https://www.nbcnews.com/news/us-news/ohio-judge-rules-kalshi-sports-betting-must-adhere-state-law...
1•petethomas•3m ago•0 comments

The Beginning of History

https://www.wheresyoured.at/the-beginning-of-history/
1•elorant•7m ago•0 comments

Game Modding with GenAI: A Case Study of Stardew Valley Character Maker

https://arxiv.org/abs/2507.13951
1•azhenley•15m ago•0 comments

Cybertruck Tried to Drive 'Straight Off an Overpass' Attorney Claims

https://www.404media.co/cybertruck-tried-to-drive-straight-off-an-overpass-attorney-claims/
4•malshe•16m ago•1 comments

The History of Stoner.com

https://ron.stoner.com/The_History_Of_Stoner_._com/
1•tinkelenberg•18m ago•0 comments

Wero announces the launch of its ecommerce solution in

https://epicompany.eu/media-insights/wero-announces-launch-ecommerce-in-belgium
1•absqueued•18m ago•0 comments

Building Kepler

https://www.astronomer.io/blog/building-kepler-astronomer-internal-data-assistant/
1•tayloramurphy•20m ago•0 comments

A 1,300-pound NASA spacecraft to re-enter Earth's atmosphere

https://www.bbc.com/news/articles/cd9gwdgg38vo
1•reconnecting•22m ago•0 comments

At what level of deep context engineering does AI output become human-crafted?

1•svstoyanovv•24m ago•0 comments

State of AI 2026: The $600B inference subsidy, energy bottlenecks, and labor

https://lostframe.ai/research
1•willtaubenheim•26m ago•1 comments

Tell HN: Vertical tabs has arrived (behind a flag) in Chrome stable

3•crummy•27m ago•0 comments

Ask HN: Is Starlink still being jammed in Iran?

1•Jblx2•27m ago•0 comments

RoqueOS – an OS to control your homelab (now on the Apple App Store)

https://roqueos.com.br/
1•roqueribeiro•28m ago•1 comments

SSH Is the Agent Internet

https://rolandsharp.com/ssh-is-the-agent-internet/
1•epscylonb•34m ago•0 comments

Show HN: Mumpix – Local-first AI infrastructure and $1B developer grant

https://mumpixdb.com/mumpix-billion-program.html#claim
1•carreraellla•34m ago•0 comments

MPs give ministers powers to restrict Internet

https://www.openrightsgroup.org/press-releases/mps-give-ministers-powers-to-restrict-entire-inter...
2•Jigsy•37m ago•0 comments

Amazon Cognito and FusionAuth Comparison

https://fusionauth.io/blog/amazon-cognito-and-fusionauth-comparison
1•mooreds•38m ago•0 comments

Updating yes(1) to run at 175GiB/s

https://github.com/coreutils/coreutils/commit/2b1c059e6
1•pixelbeat__•39m ago•0 comments

Log4j – Addressing AI-slop in security reports

https://github.com/apache/logging-log4j2/discussions/4052
1•tchalla•39m ago•0 comments

Mesa

https://docs.mesa.dev/content/getting-started/introduction
2•handfuloflight•41m ago•0 comments

Bay Area man gets 11 years for $1B solar Ponzi scheme

https://www.sfgate.com/bayarea/article/bay-area-ponzi-scheme-22063096.php
3•randycupertino•43m ago•0 comments

The State of Video Gaming in 2026 (Early Access Edition)

https://www.matthewball.co/all/presentation-the-state-of-video-gaming-in-2026
1•doener•45m ago•1 comments

Think Twice Before Buying or Using Meta's Ray-Bans

https://www.eff.org/deeplinks/2026/03/think-twice-buying-or-using-metas-ray-bans
6•hn_acker•49m ago•1 comments

Anthropic gives lesson in AI revenue hallucination

https://www.reuters.com/commentary/breakingviews/anthropic-gives-lesson-ai-revenue-hallucination-...
2•latinodev•53m ago•2 comments

Production query plans without production data

https://boringsql.com/posts/portable-stats/
3•birdculture•57m ago•0 comments

Build a deep researcher and learn DSPy Signatures and Modules

https://www.cmpnd.ai/blog/learn-dspy-deep-research.html
2•dbreunig•59m ago•0 comments

AI Is Making Libraries Obsolete

https://maho.dev/2026/03/ai-is-making-libraries-obsolete/
1•mahoivan•59m ago•1 comments

Singularity Is Around?

1•essekar•1h ago•1 comments

Do YC companies all use the top sales tools?

1•justin_cheu•1h ago•0 comments