#rust #mtonga #rust #tolk #ton #ton_blockchain #tooling

Acton is a Rust-based CLI toolkit for TON smart contracts, handling project creation, building, testing, debugging, deploying, and more in one tool. Install easily via curl script, downloads for macOS/Linux, or Docker. Start with `acton new` for templates, build/test/deploy to testnet quickly. Benefits: Saves time with fast native speed, Tolk support, dApp templates, advanced testing (fuzzing, coverage), and browser UI—streamlining your full dev lifecycle without tool juggling.

https://github.com/ton-blockchain/acton

#swift #cpp #csharp #go #ios #java #lightweight #nodejs #on_device #python #rust #swift #text_to_speech #tts #web

Supertonic is a fast, lightweight text-to-speech system that runs directly on your device without needing the internet or cloud services. It supports 31 languages and works across phones, computers, browsers, and other platforms. The system is small enough to run on devices like Raspberry Pi while staying accurate and quick. You get complete privacy since everything happens locally on your device, and you can use it for free with no network dependency. It handles complex text like phone numbers and currency amounts better than many larger systems.

https://github.com/supertone-inc/supertonic

#rust #agentic_coding #ai_coding #anthropic #claude_code #cli #command_line_tool #cost_reduction #developer_tools #llm #open_source #productivity #rust #token_optimization

RTK is a fast command-line proxy for AI tools that cuts token use by 60–90% by cleaning and shrinking command output before it reaches the model. It works with many tools and commands, including Git, tests, builds, and cloud tools, with very little delay. This helps you save money, keep responses shorter, and use AI coding tools more efficiently.

https://github.com/rtk-ai/rtk

#typescript #ai_agent #ai_coding_agent #anthropic #bun #claude #cli #coding_assistant #llm #mcp #multi_provider #openai #rust #terminal #tui #typescript

omp is a coding agent with the IDE built in. It works on macOS, Linux, and Windows, and gives you many tools for reading, editing, searching, debugging, browser use, and subagents. It can use lots of AI providers and model choices, and it is made to work well right away with real coding tasks. The benefit for you is faster, more accurate coding help in one place, with less setup and fewer extra tools.

https://github.com/can1357/oh-my-pi

#python #agents #ai #ai_agents #ai_engineering #computer_vision #course #deep_learning #from_scratch #generative_ai #llm #machine_learning #mcp #nlp #python #reinforcement_learning #rust #swarm_intelligence #transformers #tutorial #typescript

This is a free MIT learning guide for AI engineering with 428 lessons in 20 phases. It teaches you AI from the math up, then moves into machine learning, deep learning, LLMs, agents, tools, safety, and production. Each lesson helps you build useful code or AI tools, not just read theory. You can start at the right level, follow a clear path, and keep reusable artifacts for real work. The benefit is simple: you learn how AI actually works and gain practical skills you can use to build and ship better AI systems.

https://github.com/rohitg00/ai-engineering-from-scratch

#rust #analytics #bi #data_visualization #javascript #jupyter #python #real_time #webassembly

Perspective is a fast tool for exploring large and streaming data. It lets you build dashboards, reports, notebooks, and apps with tables and many chart types. It works in the browser, Python, and Rust, and can connect to data sources like DuckDB or Arrow. This helps you quickly see patterns, make better decisions, and analyze data without heavy setup.

https://github.com/perspective-dev/perspective

#rust #document_ocr #document_processing #ocr #ocr_recognition #pdf #pdf_parser #text_extraction

LiteParse is a fast, local PDF parser that extracts text with bounding boxes, can use OCR, and works in Rust, Python, Node.js, and the browser. It also makes screenshots and can handle files like DOCX, XLSX, PPTX, and images after conversion. Benefit: you can turn documents into clean text or JSON on your own machine, which helps with private, quick, and structured document processing.

https://github.com/run-llama/liteparse

#rust

MXC is a sandbox system that runs untrusted code safely on Windows, Linux, and macOS with shared JSON settings and a TypeScript SDK. It helps you control files, network access, and UI use while giving you a safer way to test or run code; this can protect your computer and make automation easier to build. The project is still early preview, so its security rules are not yet final and should not be treated as fully trusted security boundaries.

https://github.com/microsoft/mxc

#rust #ai_pipelines #ai_workflows #durable_execution #durable_functions #durable_workflows #postgresql

This tool runs long SQL jobs inside PostgreSQL and saves progress after each step, so a crash, restart, or failed step does not force you to start over. It helps you replace extra workers, queues, cron jobs, and status tables with one SQL-based workflow, making background work simpler, more reliable, and easier to track in the same database as your data.

https://github.com/microsoft/pg_durable

#python #ann #avx512 #embedding #embeddings #faiss #nearest_neighbor #neon #python #quant #quantization #rag #rust #simd #turboquant #vector_search

turbovec is a fast, local vector search tool that stores large embedding sets in much less memory, can search faster than FAISS in many cases, and works with Python and Rust. It helps you build private RAG systems because data stays on your machine, while online adding, filtering, and stable IDs make it easier to grow, control, and update your index without retraining or rebuilding.

https://github.com/RyanCodrai/turbovec