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Tagged: Rust
turbovec: Compress RAG Embeddings 16x With TurboQuant in Rust
turbovec brings Google's TurboQuant to Rust and shrinks RAG embedding indexes 16x with no training. Where it beats FAISS and when another tool fits better.
10 min readStructured System Prompts for Rust AI Agents: Layers, Caching, Drift Checks
Build a layered system prompt for a Rust agent: identity, instructions, output rules, examples and fresh context, plus a cache boundary and a fingerprint for CI.
12 min readanydoc: Converting 14 Document Formats to Markdown in Milliseconds
A look at Firecrawl's Rust-based anydoc: how fast it converts docx, pptx, xlsx and PDF to Markdown on a fresh test set, what fails, and how to use it.
5 min readBuilding AI Agents in Rust - part 8
Part 8 of building AI agents in Rust: the next layer of the agent, with ordered code slots, recovery notes and an operational checklist for running it.
4 min readCoding an Agent: Cracking Agent Loops
Coding an agent from scratch to crack the agent loop: how the model, tool calls and observations cycle, when the loop stops, and what to check before shipping.
3 min readLessons From Bun's AI-Driven Zig-to-Rust Port: Verification Is the Real Work
What Bun's agent-assisted move from Zig to Rust teaches about test suites as contracts, porting guides, unsafe code, and why verification now limits AI coding.
12 min readWhat Enums in C, Java, Rust, Go and TypeScript Say About Type Design
Compare how seven languages define enums, from named integers to tagged unions and runtime objects, and learn what that means for TypeScript modeling.
17 min readFive Rust Projects Scoped for Learning, With Milestones and AI Guardrails
How to pick a Rust project that forces you to learn ownership, async and concurrency, with five scoped ideas, staged milestones and rules for using AI while learning.
13 min readLearning Rust Through Ten Projects, from CLI Tools to Inference Services
A graded ladder of ten Rust projects, from a log-scanning CLI to a Redis clone, shell and inference service, and what each one teaches about memory, concurrency and failure.
11 min read
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