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Show HN: Self-host open-source LLMs on AWS with scale-to-zero
A new open-source CLI tool called VeloxML aims to remove the friction from deploying open-source large language models into your own cloud infrastructure. The tool provisions optimized instances on AWS or GCP with a single command...
Ask HN: Are you leveraging Spec-Driven / Spec-Anchored development?
A Hacker News thread from a practitioner asking whether others are using spec-driven or spec-anchored development in production struck a nerve. The question is simple: when building real services with LLMs, should you feed the mod...
An anti-RAG AI memory in Rust that intentionally forgets and hallucinates
Most LLM applications treat conversation history as a flat log. Feed the entire transcript into the context window, hope the model figures out what matters. SelMem, an open-source Rust project from researcher jbsalles, takes a dif...
How to manage a growing fleet of AI agents with Latitude
Managing one AI agent is straightforward. Managing a growing fleet of them, each deployed across different clients and messaging platforms, turns into a coordination problem fast. Latitude, an open-source platform for agent monito...
Solo.io Pushes Agentic AI Governance to the Desktop: Open-Source Agentdesktop
Developers are running AI coding agents on their laptops with no centralized visibility. Claude Code, Codex, VS Code extensions, MCP servers, and custom skills each store their own credentials, follow their own configuration forma...
Show HN: Browser LLM Fit
Running AI models in the browser is no longer theoretical. WebGPU, WebAssembly, and ONNX Runtime have made it possible to execute inference entirely client-side, with no server round-trip. The problem is that hardware capabilities...
If LLMs can't write, I doubt it can lead us to AGI
Every new AI model launches with the same demo: generate code, refactor a function, debug a failing test. The results are consistently impressive. But a growing number of developers are noticing a gap. The same models that produce...
Hackers are stealing Claude tokens from subscribers
A security consultant in the U.K. watched his Claude Max token allowance climb while he was not using the service. The consumption went from 45% to 55% during a controlled test where he disabled every integration, paused all sched...
Nonsensical official Microsoft support page in the wild – likely LLM translated
Microsoft has quietly built carbon awareness into Windows Update, and it's one of those features that sounds modest until you consider the scale. Starting with Windows 11 22H2, the operating system can shift update installations t...
Show HN: CodeEraser – a deterministic judge of LLM-induced code and doc entropy
CodeEraser is an open-source tool that catches duplicate code and documentation at the moment an AI coding assistant writes it, before it hits disk. Built in Rust with a Haskell judgment core, it targets a specific problem: as tea...