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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...
Hacking Cable: AI in post-exploitation operations
Palisade Research released a proof-of-concept demonstrating that autonomous AI agents can handle the entire post-exploitation phase of a cyberattack without human intervention. The system, deployed via a USB device, conducts recon...
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: Genotype: language that compiles to idiomatic TS, Rust and Python
Cross-language type safety is a problem most multi-language teams accept as unsolvable. Your TypeScript front-end and Rust back-end define the same data structures independently, drift apart over time, and break at runtime in ways...
The universal programming language of LLMs
A question on Hacker News asked what the universal programming language of future LLMs would look like. Not a language humans read or modify, but one built by LLMs for LLMs. A language that can build any kind of application: backe...
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...