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The Invisible Labor Force Powering AI

https://cacm.acm.org/news/the-invisible-labor-force-powering-ai/
1•pseudolus•2m ago•0 comments

Reading Recursion via Pascal

https://journal.paoloamoroso.com/reading-recursion-via-pascal
1•AlexeyBrin•2m ago•0 comments

Show HN: I made a website that finds patterns on your spreadsheet

https://analyzetable.com
1•kouhxp•3m ago•0 comments

Jokes on You AI: Turning the Tables – LLMs for Learning

https://www.dev-log.me/jokes_on_you_ai_llms_for_learning/
1•wazHFsRy•3m ago•0 comments

You don't need RAG in 2026

https://ryanlineng.substack.com/p/you-dont-need-rag-in-2026
1•kareninoverseas•5m ago•0 comments

WatchLLM – Cost kill switch for AI agents (with loop detection)

https://www.watchllm.dev/
1•Kaadz•8m ago•2 comments

I turned myself into an AI-generated deathbot – here's what I found

https://www.bbc.com/news/articles/c93wjywz5p5o
1•cmsefton•19m ago•0 comments

Management style doesn't predict survival

https://orchidfiles.com/management-style-doesnt-predict-survival/
1•theorchid•19m ago•0 comments

One Generation Runs the Country. The Next Cashed in on Crypto

https://www.wsj.com/finance/currencies/trump-sons-crypto-billions-1e7f1414
1•impish9208•21m ago•1 comments

"I Was Wrong": Why the Civil War Is Running Late [video][2h21m]

https://www.youtube.com/watch?v=RDmkKZ7vAkI
1•Bender•22m ago•0 comments

Show HN: A sandboxed execution environment for AI agents via WASM

https://github.com/Parassharmaa/agent-sandbox
1•paraaz•24m ago•0 comments

Wine-Staging 11.2 Brings More Patches to Help Adobe Photoshop on Linux

https://www.phoronix.com/news/Wine-Staging-11.2
2•doener•24m ago•0 comments

The Nature of the Beast

https://cinemasojourns.com/2026/02/07/the-nature-of-the-beast/
1•jjgreen•25m ago•0 comments

From Prediction to Compilation: A Manifesto for Intrinsically Reliable AI

1•JanusPater•25m ago•0 comments

Show HN: Curated list of 1000 open source alternatives to proprietary software

https://opensrc.me
1•ZenithSoftware•27m ago•0 comments

AI's Real Problem Is Illegitimacy, Not Hallucination

1•JanusPater•28m ago•1 comments

'I fell into it': ex-criminal hackers urge UK pupils to use web skills for good

https://www.theguardian.com/technology/2026/feb/08/i-fell-into-it-ex-criminal-hackers-urge-manche...
1•robaato•29m ago•0 comments

Why 175-Year-Old Glassmaker Corning Is Suddenly an AI Superstar

https://www.wsj.com/tech/corning-fiber-optics-ai-e045ba3b
1•bookofjoe•30m ago•1 comments

Keeping WSL Alive

https://shift1w.com/blog/keeping-wsl-alive/
1•jakesocks•31m ago•0 comments

Unlocking core memories with GoldSrc engine and CS 1.6 (2025)

https://www.danielbrendel.com/blog/43-unlocking-core-memories-with-goldsrc-engine
3•foxiel•31m ago•0 comments

Gtrace an advanced network path analysis tool

https://github.com/hervehildenbrand/gtrace
2•jimaek•31m ago•0 comments

America does not trust Putin or Trump

https://re-russia.net/en/review/809/
1•mnky9800n•35m ago•0 comments

Let's Do Music in Linux [video]

https://www.youtube.com/watch?v=IHgsOdoLuBU
1•mariuz•36m ago•0 comments

"Nothing" is the secret to structuring your work

https://www.vangemert.dev/blog/nothing
1•spmvg•40m ago•0 comments

AI Makes the Easy Part Easier and the Hard Part Harder

https://www.blundergoat.com/articles/ai-makes-the-easy-part-easier-and-the-hard-part-harder
1•birdculture•41m ago•0 comments

Show HN: Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs

https://cinegraphs.ai/
1•graphpilled•42m ago•1 comments

A failed wantrepreneur's view on common startup advice

https://developerwithacat.com/blog/202602/startup-advice/
1•mmarian•42m ago•0 comments

Show HN: BestClaw Simple OpenClaw/MoltBot for non tech people

https://bestclaw.host/
2•nihey•42m ago•0 comments

AI is making me anxious and stupid

https://tom.so/posts/ai-is-making-me-anxious-and-stupid
1•tomupom•46m ago•0 comments

Show HN: Real-time path tracing of medical CT volumes in the browser via WebGPU

https://grenzwert.net/
2•MickGorobets•49m ago•1 comments
Open in hackernews

Show HN: Axiom for Claude Code – Coding skills for iOS devs

https://charleswiltgen.github.io/Axiom/
4•CharlesW•1mo ago
This is a new, open-source (MIT) Claude Code plug-in for Apple platform developers. I initially built it to help me build my first "real" iOS app, and it made the process so fun and productive that I wanted to share it.

I recently christened it v1.0, but I continue to evolve it quickly. It's biased toward modern frameworks and best practices, but I continue to notably broaden coverage every week. Here are the technologies and concepts Axiom currently has deep coverage for:

• Swift & Concurrency — Swift 6 strict concurrency, actors, Sendable, @MainActor, async/await, data race prevention, actor isolation patterns

• SwiftUI — Performance optimization with Instruments, navigation architecture (NavigationStack, NavigationSplitView, deep linking), adaptive layout (ViewThatFits, AnyLayout), debugging view updates and preview crashes, gestures, Liquid Glass

• Data & Sync — SwiftData, SQLiteData (Point-Free), GRDB, Core Data (migrations, thread-confinement, N+1 queries), Codable/JSON, CloudKit (CKSyncEngine, conflict resolution), iCloud Drive, file protection, Realm → SwiftData migration

• Debugging & Performance — Memory leak patterns (timers, observers, closures, delegates), Instruments workflows (Time Profiler, Allocations, Leaks), Xcode build failures, Network.framework diagnostics, Auto Layout conflicts, build optimization

• Design & Accessibility — Human Interface Guidelines, VoiceOver, Dynamic Type, WCAG compliance, color contrast, touch targets, typography (San Francisco, text styles)

• Apple Frameworks — Foundation Models/Apple Intelligence, App Intents (Siri, Shortcuts, Spotlight), StoreKit 2 (subscriptions, transactions), AVFoundation (audio sessions, spatial audio), WidgetKit, Live Activities, TextKit 2, Now Playing

As with all useful AI tools, what makes Axiom perform so much better than foundation models alone is the thoughtful curation and optimization of the knowledge management at the heart of its capabilities. For example, I've spent a bunch of time "encoding" knowledge from WWDC sessions into relevant components, which gives Axiom a unique and useful "POV" that, in many cases, isn't covered in Apple's reference docs.

Any and all feedback/criticism is welcome, and I'll use it to improve Axiom for everyone. If you use Claude Code, I'd appreciate if you could try one or two of the audit commands (https://charleswiltgen.github.io/Axiom/commands/) on your codebase. You can also use `/axiom:ask` to ask Axiom about it's capabilities, what skills and agents would be most useful for a given issue or area of your app, etc.

Comments

meeq•1mo ago
Kind of sad how this hasn‘t gotten any traction. I can tell you’ve put a lot of thought into this. Native iOS development with agents is a pain without a proper system to support the LLM. I will give this a spin once I have some spare time. Thank you for sharing this!