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Article URL: https://celld.dev/docs/engineering/deterministic-simulation-testing/ Comments URL: https://news.ycombinator.com/item?id=50024805 Points: 3 # Comments: 0

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Article URL: https://nishtahir.com/build-your-own-decision-model/ Comments URL: https://news.ycombinator.com/item?id=50037949 Points: 165 # Comments: 31

Article URL: https://github.com/vahmoh25/Veda Comments URL: https://news.ycombinator.com/item?id=50038473 Points: 35 # Comments: 7

Article URL: https://github.com/othermod/PSPi-Version-6 Comments URL: https://news.ycombinator.com/item?id=50038623 Points: 31 # Comments: 5

Article URL: https://wallhop.io/ Comments URL: https://news.ycombinator.com/item?id=50038634 Points: 157 # Comments: 72

Article URL: https://momo5502.com/posts/2026-10-09-game-decompilation/ Comments URL: https://news.ycombinator.com/item?id=50039092 Points: 59 # Comments: 40

In a lengthy post on X, Microsoft's CEO laid out his views on the dangers posed by highly advanced AI models and how to confront those risks. Nadella says we can no longer accept a world where AI is treated as a "set of nested black boxes" whose advice and actions we simply accept or […]

In a Saturday morning post, Microsoft's CEO wrote that it’s time “to step back and assess the trust architecture” of AI.

Shipping a page and getting it into Google are two separate deployments, and only one of them has a CI pipeline. Picture a small team that launches a documentation site. It has 4,000 URLs, a tidy sitemap, and a Lighthouse score everyone screenshots. Three weeks later, search traffic is flat. This is a made-up team, but you may know the feeling. The build is green. The index is not. Start with the Page indexing report, not the Performance report Performance tells you how vis...

I maintain schemagate , an open-source library and MCP server that stops an AI agent from seeing database tables the user isn't allowed to read. It's a security tool, so "trust me" isn't good enough. A security team looking at it reasonably asks: is the project run properly, is the licensing clean, and is the package on PyPI really built from this repository? There are free, public answers to all three questions. This week I went through them in one sitting. Here's what each one took, includ...

A small property-management app should start with externally hosted uptime checks for its public health endpoint and heartbeat checks for delivery jobs. Self-host the monitor only when control over data location or the monitoring path matters enough to justify operating another failure domain. TL;DR: choose the setup that produces the clearest evidence with the least configuration, then send four signals: reachability, dependency readiness, job completion, and delivery outcome. A monitor th...

This iPhone guide covers system and app-level ways to reduce cellular data use. It explains what Low Data Mode changes, how to review usage by app, and how to limit background refresh or disable cellular data for selected apps—along with the resulting trade-offs in media quality and automatic activity. Limit data usage on your iPhone Low Data Mode reduces data usage. You'll find it in Settings > Cellular > Data Mode. If you have more than one SIM, choose which one you...

This is a submission for the MLH x DEV Writing Challenge What I Built India has over 100 million farming households, and most of them make their biggest decisions on guesswork: what to plant this season, how much fertilizer to buy, whether those brown spots on a leaf are an emergency. The advice that exists is generic. It ignores the farmer's soil, climate and nutrient levels, and it rarely speaks the farmer's language. KisanConnect is our attempt at fixing that. Built by...

On October 1, a personal finance agent sent a bank audit to the wrong Slack channel. The message landed in his company's "Exec-team" room, alongside a list of his largest monthly expenses: a barn he was building on his property (Source: Business Insider, 2026). When the agent acts, the architecture acts with it The failure was not a hallucination. Shane Mac, CEO of XMTP Labs, configured the agent exactly as he wanted: read-only access to his personal checking and savings, ...

Introduction & Context (The Problem & Motivation) Presentation There are problems that are easy for a machine to solve and extremely complex for a human being; likewise, there are trivial tasks for a human that prove virtually impossible for a machine to truly comprehend. Good examples of this asymmetry can be observed in daily life: instantly calculating the exact route for thousands of deliveries considering traffic and fuel consumption is a simple task for a computer, but exhausting f...

A shared-workspace dashboard should prefer a brief, visible reconciliation pause over showing the same alert twice. Short answer: make event identity and replay semantics explicit, persist a bounded cursor per workspace, and reconcile presence after every reconnect; treat live delivery as an optimization, not the source of truth. In a marketplace operations room, the useful question is who is online while an incident is moving. A browser can lose its connection, retry, receive a buffered even...

TL;DR KaizenSQL is a CLI tool written in Go, it analyzes SQL code and supports three modes Mentor/Performance/Security. To give it AI-powered capabilities I used Groq api for free LLM tokens. Overall, the main concern and goal with this project was to make the tool fast and pleasant to use. Every decision to be implemented had to take that into account. In this post I'll share the faced scenarios, the good parts and bad ones. Code repo link at the end. ☕ HI fellow developer, pal, b...

TL;DR: use an external uptime monitor to answer whether the notification service is reachable, and use an internal health dashboard built from structured delivery events to reconstruct why a player never received a message. A green health endpoint cannot establish that a queued guild invite reached its destination. For a beginner running a Node.js Express service, the practical choice is both signals with sharply different jobs, not one elaborate screen pretending to cover every failure. The ...

People ask what tools I use as an SRE. The better question is which tools survive enterprise security review. Most of the shiny stuff never makes it past procurement. Here is what I actually open every day. It starts in the cluster and ends with the paperwork. 1. GitHub Copilot Microsoft runs the enterprise world, so GitHub Copilot is the LLM tool most companies actually allow. I use it inside VS Code, right where I am already working. I do not use it for anything fancy. I use it for writi...

I just shipped Plinth , a small one-tap arcade game for Android. You stand on a column, a new column rises next to you, and you tap to stop it, ideally at your height. If you stop it too high, the extra gets sliced off, so every column after that is shorter. Stop it too low and you fall. 👉 Get Plinth on Google Play · plinth-mobile.web.app It's built with Flutter and Flame . Here's the story! Faking 3D to promote performance Plinth looks 3D, but it's plain 2D canvas dr...

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The paper challenges the assumption that language models need explicit tokenizers to be efficient demonstrating that standard flat Transformers can process raw byte sequences and actually outperform traditional subword models as parameter sizes scale. The prevailing thought in the field has been that processing raw bytes is computationally inefficient because the sequences are substantially longer. A typical subword contains around four bytes. The authors argue that this extra sequence length is...

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Article URL: https://viaknox.com/blog/ai-said-done-make-it-prove-it Comments URL: https://news.ycombinator.com/item?id=50036466 Points: 2 # Comments: 0

Article URL: https://walkingtheworld.substack.com/p/integrated-circuits-ai-and-wallabies Comments URL: https://news.ycombinator.com/item?id=50036504 Points: 3 # Comments: 0

Article URL: https://github.com/aurora-silicon/linux/discussions/70 Comments URL: https://news.ycombinator.com/item?id=50036511 Points: 3 # Comments: 0

Article URL: https://www.machinesociety.ai/p/why-anthropic-thinks-claude-might Comments URL: https://news.ycombinator.com/item?id=50036695 Points: 3 # Comments: 0