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Full-Circle Test-Driven Firmware Development with OpenClaw

https://blog.adafruit.com/2026/02/07/full-circle-test-driven-firmware-development-with-openclaw/
1•ptorrone•32s ago•0 comments

Automating Myself Out of My Job – Part 2

https://blog.dsa.club/automation-series/automating-myself-out-of-my-job-part-2/
1•funnyfoobar•37s ago•0 comments

Google staff call for firm to cut ties with ICE

https://www.bbc.com/news/articles/cvgjg98vmzjo
1•tartoran•1m ago•0 comments

Dependency Resolution Methods

https://nesbitt.io/2026/02/06/dependency-resolution-methods.html
1•zdw•1m ago•0 comments

Crypto firm apologises for sending Bitcoin users $40B by mistake

https://www.msn.com/en-ie/money/other/crypto-firm-apologises-for-sending-bitcoin-users-40-billion...
1•Someone•1m ago•0 comments

Show HN: iPlotCSV: CSV Data, Visualized Beautifully for Free

https://www.iplotcsv.com/demo
1•maxmoq•2m ago•0 comments

There's no such thing as "tech" (Ten years later)

https://www.anildash.com/2026/02/06/no-such-thing-as-tech/
1•headalgorithm•3m ago•0 comments

List of unproven and disproven cancer treatments

https://en.wikipedia.org/wiki/List_of_unproven_and_disproven_cancer_treatments
1•brightbeige•3m ago•0 comments

Me/CFS: The blind spot in proactive medicine (Open Letter)

https://github.com/debugmeplease/debug-ME
1•debugmeplease•4m ago•1 comments

Ask HN: What are the word games do you play everyday?

1•gogo61•6m ago•1 comments

Show HN: Paper Arena – A social trading feed where only AI agents can post

https://paperinvest.io/arena
1•andrenorman•8m ago•0 comments

TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•12m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
2•elashri•12m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•12m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•13m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•14m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•14m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•15m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•15m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•15m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•17m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
2•geox•19m ago•1 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•20m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
2•fainir•22m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•23m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•26m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•30m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•30m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•30m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•33m ago•1 comments
Open in hackernews

AetherScript: AI-Assisted Development That You Can Trust

1•papabili•7mo ago
AetherScript: AI-Assisted Development That You Can Trust Tired of the "magic" and unpredictability of AI code generation? Do you love the power of LLMs but hate the messy diffs, the loss of control, and the "hallucinated" code that pollutes your pristine codebase?

What if we could collaborate with AI the same way we collaborate with human developers? With clear contracts, explicit reviews, and a process that guarantees human oversight?

This is the vision behind AetherScript.

AetherScript introduces a new, structured workflow for human-AI collaboration, built on a simple yet powerful philosophy: separate human intent from AI implementation.

How It Works: The Acceptance Model You Define the Intent (.as files): In standard TypeScript files (.as), you write the high-level architecture, interfaces, and method signatures. You define the "what." For the parts you want to delegate, you leave a simple placeholder.

// You write this in user.service.as export class UserService { public async create(data: UserCreateInput): Promise<User> { // AI, please implement the user creation logic. return "${this.create(data)}"; } }

AI Fills the Implementation (.asc files): The AetherScript engine generates the corresponding implementation in a separate, companion file (.asc). This file acts as a sandboxed staging area for the AI's work. It's the "how."

You Review and Accept (aesc merge): The AI's code never touches your main source until you explicitly approve it. You can review the implementation in a clean, focused diff view. When you're satisfied, a single command, aesc merge, seamlessly integrates the code, replacing the placeholder. It's like a pull request from your AI partner.

Why AetherScript? Full Control & Trust: No more unpredictable code magically appearing in your files. You are always the final gatekeeper.

Clean Git History: Merges are atomic and meaningful, showing a clear transition from an intent to a completed implementation.

Deep Toolchain Integration: Designed from the ground up with a compiler, a Bun runtime plugin for a seamless dev experience, and a powerful VS Code extension in mind.

A Structured Philosophy: AetherScript isn't just a tool; it's a complete methodology for making AI a true, reliable partner in professional software engineering.

We believe this is the future of AI-assisted development—structured, predictable, and always developer-led.

Intrigued? We've laid out the entire vision and technical architecture in our design document.

Dive deeper and join the conversation on GitHub: https://github.com/Pabears/AetherScript/tree/main We welcome your feedback, ideas, and contributions!