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How to Run Deepseek-R1-0528 Locally

Hacker News - Fri, 05/30/2025 - 7:25am
Categories: Hacker News

Stitz Zeager Open Source Mathematics

Hacker News - Fri, 05/30/2025 - 7:22am

Article URL: https://www.stitz-zeager.com/

Comments URL: https://news.ycombinator.com/item?id=44135054

Points: 1

# Comments: 0

Categories: Hacker News

A Software Language for Zero Maintenance Systems

Hacker News - Fri, 05/30/2025 - 7:16am

A Theory of Everything for Software

After six years in software development, I began noticing a pattern: most problems were just variations of ones I’d already solved. That raised a deeper question: should these problems even exist?

At its core, software is a flowchart—compute nodes for logic, decision nodes for branching. It boils down to bitwise operations and system calls. But over time, we’ve layered on protocols, libraries, tools, and frameworks—all in the name of abstraction. To what end?

That question sent me down a path to uncover the core principles of software—what I call a “theory of everything” for building robust, scalable, maintainable systems. Along the way, I identified six persistent pain points:

Readability – Enables faster learning and iteration

Correctness – Software should do what it claims

Scalability – Covers monitoring, alerting, and resource limits

Distributivity / Dark Matter – Includes client libraries and emulation

Reproducibility – Debugging should be deterministic

Security – Internal soundness and external threat modeling

To ground this, let’s simulate the journey of building a SaaS product.

The Journey Begins

Early on, speed was my top priority. JavaScript and Python allowed quick iteration but sacrificed correctness. Go and Rust provided safety but slowed feedback. Choosing a language meant picking between speed and reliability.

I launched an MVP and brought on two engineers. Initially, things went well. But soon, bug reports piled up. While debugging a small codebase was easy, the growing surface area made issues harder to trace. We realized correctness had to be built-in, so we enforced test coverage.

Scaling the Product

As usage grew globally, we had to go distributed. This meant thinking beyond individual services—we needed system-wide stability.

We shifted from a reactive approach to a proactive one: we added monitoring, alerting, and centralized logging to catch issues early. Backward compatibility also became critical—new deployments couldn’t break old clients.

Debugging and Security

To reduce debugging time, we captured client-side data and added tracing. At the same time, we hardened the system against DDoS attacks and vulnerabilities.

But with every new tool, library, or third-party service, we lost control and added complexity. Security remained fragile—often treated as an afterthought.

A Different Vision All of this led to a new idea: what if a compiler could handle this out-of-the-box?

Languages like C, Java, Go, and Rust are great for writing programs. But software is more than code. It needs built-in correctness, observability, scalability, debuggability, and security. Today, these are bolted on manually—through CI, test suites, dashboards, infra tools, and cloud APIs.

What if they were built in from day one?

I’m working on a new kind of compiler—not just to generate binaries, but to help you build complete software systems. The goal: eliminate the need for manual integrations and third-party tools.

No config. No boilerplate.

You won’t need a database, a stream processor, or a deployment manager. The compiler is the platform. Run the binary, expose a port, and you’re live.

Software, as it should be—correct by construction, observable by design, secure by default.

Comments URL: https://news.ycombinator.com/item?id=44135004

Points: 1

# Comments: 0

Categories: Hacker News

Beyond Agency

Hacker News - Fri, 05/30/2025 - 7:12am
Categories: Hacker News

Chinese Hacking Group APT41 Exploits Google Calendar to Target Governments

Security Week - Fri, 05/30/2025 - 7:11am

China-linked hackers used a compromised government site to target other government entities with the ToughProgress malware that uses an attacker-controlled Google Calendar for C&C.

The post Chinese Hacking Group APT41 Exploits Google Calendar to Target Governments appeared first on SecurityWeek.

Categories: SecurityWeek

Show HN: Glyde – One-shot AI landing pages that don't feel templated

Hacker News - Fri, 05/30/2025 - 7:04am

Hi HN,

After a decade in software engineering, I left to become a full-time vibe-coder—and started building Glyde.

Glyde is an AI-powered landing page builder that creates stunning, non-templated pages in one shot—with complex animations and clean layouts—no advanced prompt engineering needed.

Most AI site builders I’ve seen either feel obviously templated, or require prompt gymnastics to get decent results. I wanted something different:

Pages that feel designed, not generated

Works out of the box — no need to write paragraph-long prompts

Built for devs, creators, and launchers

Here's an example of what Glyde built with almost zero input: https://www.loom.com/share/da3b5b4e7a984b1983ac7e5b0cf31166?...

Would love feedback from the HN crowd on how to improve it. I’m still shipping fast and pushing new ideas.

Website: https://glyde.world

Thanks for checking it out!

Comments URL: https://news.ycombinator.com/item?id=44134908

Points: 1

# Comments: 2

Categories: Hacker News

MITRE Publishes Post-Quantum Cryptography Migration Roadmap

Security Week - Fri, 05/30/2025 - 7:03am

The roadmap provides an overview of four key stages of the migration process, namely preparation, baseline understanding, planning and execution, and monitoring and evaluation.

The post MITRE Publishes Post-Quantum Cryptography Migration Roadmap appeared first on SecurityWeek.

Categories: SecurityWeek

French MPs Vote To Scrap Low-Emission Zones

SlashDot - Fri, 05/30/2025 - 6:56am
Categories: SlashDot

What does US retrenchment on Diversity, Equality and Inclusion, mean for tech companies in the UK, and could a similar retreat happen in this country?

Computer Weekly Feed - Fri, 05/30/2025 - 6:56am
What does US retrenchment on Diversity, Equality and Inclusion, mean for tech companies in the UK, and could a similar retreat happen in this country?
Categories: Computer Weekly

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