Archive
Discover and discuss technology tools
Explore the Tiscuss archive by category or keyword, then jump into conversations around what matters most.
Rust-Based Modular Networking Stack: n0-computer/iroh
IP addresses break, dial keys instead. Modular networking stack in Rust.
Ory's AI Infrastructure Advances on GitHub
Ory's AI Infrastructure Advances on GitHub: A Deep Dive Ory has unveiled a series of AI driven infrastructure advancements on GitHub, designed to enhance the fu…
Deno's AI Infrastructure Advances on GitHub
Deno's AI Infrastructure Evolves: A Detailed Examination Deno, the JavaScript and TypeScript runtime, continues to innovate with significant advances in its AI …
Apple's Swift-Powered Tool for Linux Containers on Mac
A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
Microsoft's New PostgreSQL AI Infrastructure: Durable Execution
PostgreSQL in-database durable execution
TurboVec: Rust-Based Vector Index for AI Infrastructure
A vector index built on TurboQuant, written in Rust with Python bindings
Microsoft's MXC: AI Infrastructure for Secure Isolation
Policy-driven, layered isolation and containment
NGINX Open Source: AI Infrastructure on GitHub
The official NGINX Open Source repository.
MemPalace: Top Open-Source AI Memory System
The best-benchmarked open-source AI memory system. And it's free.
MiroFish: Universal Swarm Intelligence Engine for Predictions
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
NVIDIA Cosmos: Open Platform for Physical AI Development
NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more.
AirLLM 70B Runs on 4GB GPU: AI Breakthrough
AirLLM 70B inference with single 4GB GPU
Trivy AI Tool: Find Vulnerabilities in Containers, Kubernetes, and Clo
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
Train Your LLM from Scratch: A Step-by-Step Guide
A straightforward method for training your LLM, from downloading data to generating text.
Reproducible World Model Research Platform Launched on GitHub
A platform for reproducible world model research and evaluation
AI-Powered Infrastructure: ClickHouse's Latest AI Integration
AI Powered Infrastructure: ClickHouse's Latest AI Integration ClickHouse, a popular open source columnar database management system, has recently integrated adv…
Bytedance's AI Infrastructure: A Deep Dive into github.com/bytedance
Bytedance’s AI Infrastructure: Exploring github.com/bytedance Bytedance, the technological titan behind iconic platforms like TikTok and Douyin, has opened the …
Resilient-RS: Revolutionizing AI Infrastructure on GitHub
Resilient RS: Transforming AI Infrastructure on GitHub Resilient RS is an innovative project hosted on GitHub, designed to enhance the stability and efficiency …
Llama.cpp: Efficient LLM Inference in C/C++ on GitHub
LLM inference in C/C++
Microsoft's AI Infrastructure Advancements on GitHub
Microsoft's AI Infrastructure Progress on GitHub Microsoft continues to push the boundaries of artificial intelligence (AI) through its ongoing innovations, man…
RuView: Real-Time Spatial Intelligence from WiFi Signals
π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.
Cactus Compute AI Infrastructure: Revolutionizing Cloud Computing
Cactus Compute AI Infrastructure: Revolutionizing Cloud Computing Cactus Compute AI Infrastructure is pioneering a new era in cloud computing by seamlessly inte…
Open-Source Infrastructure for AI Desktop Agents
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
TON Blockchain Smart Contract Development Toolchain
Toolchain for TON smart contract development and beyond
Agentic AI Infrastructure for Enhancing Human Capabilities
Agentic AI Infrastructure for magnifying HUMAN capabilities.
Telegraf: Top AI Infrastructure Tool for Data Collection
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
Hysteria: Fast, Censorship-Resistant Proxy for AI Infrastructure
Hysteria is a powerful, lightning fast and censorship resistant proxy.
MasterDnsVPN: Advanced DNS Tunneling for Censorship Bypass
Advanced DNS tunneling VPN for censorship bypass, optimized beyond DNSTT and SlipStream with low-overhead ARQ, resolver load balancing, high packet-loss stability and speed.
OpenWrt GitHub Repository: AI Infrastructure Updates
This repository is a mirror of https://git.openwrt.org/openwrt/openwrt.git It is for reference only and is not active for check-ins. We will continue to accept Pull Requests here. They will be merged via staging trees then into openwrt.git.
My Private GitHub on Postgres: AI Infrastructure
My Private GitHub on Postgres: AI Infrastructure Ultilizing a private GitHub repository on a Postgres database can significantly enhance the management and depl…
SimStudioAI Sim: AI Agent Orchestration and Deployment
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
AI Infrastructure: FreeNet's Latest Advancements on GitHub
AI Infrastructure: FreeNet's Latest Advancements on GitHub In the rapidly evolving field of artificial intelligence, infrastructure plays a critical role in dri…
Open Source AI Setup Repo Hits 800 Stars on GitHub
Yo real talk we did not expect this kind of love when we open sourced our AI setup repo but here we are sitting at 800 stars and 100 forks and we are genuinely hyped about it. The repo is a collection of AI agent setups configs and workflows that you can plug straight into your projects. No gatekeeping just pure community goodness. We built this because setting up AI agents from scratch every single time is a massive time sink. So we said forget it lets just share everything openly and let the community build on top of it. Repo is right here: [https://github.com/caliber-ai-org/ai-setup](https://github.com/caliber-ai-org/ai-setup) Now we want YOUR input. What setups are you missing? What features would make this a no brainer for your workflow? Drop your ideas below because we are building in public and your feedback actually ships. LGM 🚀
Galadriel: Optimize Claude Agents with 87% Cost Savings & Sub-3s Laten
# The "Goldfish Problem" is Expensive. I Decided to Fix the Plumbing. Most Claude implementations leave 90% of their money on the table because they don’t optimize for **Prompt Caching**. I’ve been running a personal agent in my Discord for months that manages my AWS infra and codebases, and I finally open-sourced the harness, which I’ve named **Galadriel** after my main personal assistant. # The Stats * **Cost:** $10 for every $100 you’d normally spend (Tested against OpenClaw/Cursor workflows). * **Speed:** 85% drop in latency. 100K token context goes from 11s to <3s. * **Memory:** Integrated **MemPalace** for permanent, vector-based recall that *doesn't* break the cache. # The Technical Stack * **3-Tier Stacked Caching:** Separate breakpoints for Tool Definitions, System Prompts (`CLAUDE.md`), and Trailing History. * **Privacy:** Built for private subnets. No middleman, no message caps—just your API key and your rules. * **Ethics:** Baked-in Karpathy[`CLAUDE.md`](https://www.google.com/search?q=%5Bhttp://CLAUDE.md%5D(http://CLAUDE.md))guidelines to kill "agent bloat." If you’re tired of paying the **"Context Tax"** just to have an agent that remembers who you are, here you go. It is customized for Discord for my specific needs, but the core logic ensures Galadriel runs like an absolute dream: she never forgets, maintains strict engineering principles, and optimizes every cycle. Your feedback is most welcome! **GitHub (MIT License):**[https://github.com/avasol/galadriel-public](https://github.com/avasol/galadriel-public)
Arc Gate: AI Tool Achieves Perfect Safety Benchmarks
Benchmarked on 40 out-of-distribution prompts, indirect requests, roleplay framings, hypothetical scenarios, technical phrasings. The stuff that slips past everything else. Arc Gate: P=1.00, R=1.00, F1=1.00 OpenAI Moderation API: P=1.00, R=0.75, F1=0.86 LlamaGuard 3 8B: P=1.00, R=0.55, F1=0.71 Zero false positives. Zero misses. Blocked prompts average 329ms and never reach your model. Detection overhead is \~350ms on top of your normal upstream latency. Sits in front of any OpenAI-compatible endpoint. No GPU on your side. One env var to configure. GitHub: https://github.com/9hannahnine-jpg/arc-gate Live dashboard: https://web-production-6e47f.up.railway.app/dashboard Happy to answer questions.
Deepseek API Middleware: Streamline Client Protocols
Deepseek to API: A lightweight, high-performance full-stack middleware converting client protocols to universal APIs. Supports multi-account rotation, compiled binaries, Vercel Serverless, and Docker. Compatible with Google, Claude, and OpenAI API formats.
Caliber: Open-Source Proxy for Enforcing LLM Agent Rules
Cross-posting here because this problem affects everyone building with AI agents. Prompt-based guardrails fail. The model follows your system prompt in a demo, then ignores rules when context gets big or the agent chains multiple steps. We built Caliber - an open-source proxy that reads your rules from plain markdown and enforces them at the API layer, not in the prompt. Every call. Provider-agnostic. Just hit 700 GitHub stars ⭐ and nearly 100 forks - the reception from devs building with AI has been amazing. Repo: [https://github.com/caliber-ai-org/ai-setup](https://github.com/caliber-ai-org/ai-setup) Would love: \- Feedback on the approach \- Feature requests from people building AI agents \- Anyone who wants to contribute to the project Building this open-source for the community.
Infisical AI Infrastructure: Revolutionizing GitHub's Security
Securely Manage Secrets with Infisical In today's fast paced development environment, managing sensitive information such as API keys, database credentials, and…
Infisical AI Infrastructure: Revolutionizing GitHub Security
Revolutionizing GitHub Security with Infisical AI Infrastructure In the realm of software development, GitHub has become an indispensable platform for collabora…
Home Assistant Core: Open Source Home Automation
🏡 Open source home automation that puts local control and privacy first.
Open-Source AI Infrastructure for Desktop Control
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
Infisical AI Infrastructure: Revolutionizing GitHub's Security
Securely Manage Secrets with Infisical In today's fast paced development environment, managing sensitive information such as API keys, database credentials, and…