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Photos of the French Alps, Utah, the Maldives, Quebec, Australia and Argentina show the naturally occurring letters.

Article URL: https://nehalslearnings.substack.com/p/i-should-have-loved-biology-too

Comments URL: https://news.ycombinator.com/item?id=43764076

Points: 8

# Comments: 0

Article URL: https://www.tomshardware.com/pc-components/hdds/wd-launches-hdd-recycling-process-that-reclaims-rare-earth-elements-cuts-out-china

Comments URL: https://news.ycombinator.com/item?id=43764075

Points: 2

# Comments: 0

Article URL: https://openjdk.org/jeps/513

Comments URL: https://news.ycombinator.com/item?id=43764063

Points: 1

# Comments: 0

Article URL: https://privacysandbox.com/news/privacy-sandbox-next-steps/

Comments URL: https://news.ycombinator.com/item?id=43764062

Points: 3

# Comments: 0

I run a small AI company in Luxembourg. We started out as a consulting studio, building custom tools for clients — mostly boring things like dashboards, reporting modules, and CRUD backends.

At some point I realized we were building the same things over and over again. Not in a copy-paste way, but in a “we could generate 80% of this” kind of way. So last year, I ran a live-fire experiment: I asked Claude 3.5 and DeepSeek to build a small admin panel, with tests and API docs, from a plain-language spec.

The result: not great, but usable. It gave us the idea to stop typing code altogether.

Now, at Easylab AI, we don’t write code manually anymore. We use a stack of LLM-powered agents (Claude, DeepSeek, GPT-4) with structured task roles: • an orchestrator agent breaks down the spec • one agent builds back-end logic • another generates test coverage • another checks for security risks • another synthesizes OpenAPI docs • and humans only intervene for review & deployment

Agents talk via a shared context layer we built, and we introduced our own protocol (we call it MCP — Model Context Protocol) to define context flow and fallback behavior.

It’s not perfect. Agents hallucinate. Chaining multiple models can fail in weird ways. Debugging LLM logic isn’t always fun. But…

We’re faster. We ship more. Our team spends more time on logic and less on syntax. And the devs? They’re still here — but they’ve become prompt architects, QA strategists, and AI trainers.

We built Linkeme.ai entirely this way — an AI SaaS for generating social media content for SMEs. It would’ve taken us 3 months before. It took 3 weeks.

Happy to share more details if anyone’s curious. AMA.

Comments URL: https://news.ycombinator.com/item?id=43764039

Points: 1

# Comments: 1

Article URL: https://www.csoonline.com/article/3964668/hackers-target-apple-users-in-an-extremely-sophisticated-attack.html

Comments URL: https://news.ycombinator.com/item?id=43764032

Points: 2

# Comments: 0

Article URL: https://www.aacu.org/newsroom/a-call-for-constructive-engagement

Comments URL: https://news.ycombinator.com/item?id=43764022

Points: 1

# Comments: 0

Article URL: https://www.csoonline.com/article/3961304/ai-hallucinations-lead-to-new-cyber-threat-slopsquatting.html

Comments URL: https://news.ycombinator.com/item?id=43764010

Points: 3

# Comments: 1

Stop right there, criminal scum!

Hansi Flick's Blaugrana look to keep their treble challenge on track as they host Los Bermellones.

Here are some highly rated flicks to try, plus a look at what's new in April.

Cyber ‘agony aunts’ Amelia Hewitt and Rebecca Taylor are launching a book aimed at empowering women in their cyber security careers

IT security is now a metric in the Microsoft employee appraisal process

It's a potentially pivotal match in the race for Champions League qualification at the Etihad today.

The highs of making impossible plays outweigh dying to overpowered builds, but I worry about stompiness and counters.

From speedy fiber internet to budget-friendly broadband, our experts have found the best internet plans and providers for your home.

How good is your recycling knowledge? Participate in Earth Day and make our world greener by identifying which items are actually recyclable.