One Engineer • 360K Lines of Code

Elite AI Academies &
HARNESS Pure-Rust Engine.

Master AI development across 13 interactive academies. Explore HARNESS (frontier pure-Rust inference engine running 70B models on 8GB consumer VRAM) alongside 10+ free developer tools.

⬡Rust◈CUDA△TypeScript◇Next.js⎔WebGL
Explore Academies Launch HARNESS Engine
0Free Academies
0EU AI Act Hub
0+Lessons & Labs
0+Quizzes
0K+Lines of Code
RUSTCRANELIFTCUDAWEBGLSIMDWASMFASTAPINEXT.JSSERVICE OPSMCPSLORUNBOOKSCONSCIOUSNESSJITAOTNEUROMORPHICRUSTCRANELIFTCUDAWEBGLSIMDWASMFASTAPINEXT.JSSERVICE OPSMCPSLORUNBOOKSCONSCIOUSNESSJITAOTNEUROMORPHIC
Flagship Commercial SaaS · Sovereign Research · Rust
01 · LEARN · BUILD · SHIP
// 13 FREE INTERACTIVE ACADEMIES

Master Gemini, OpenAI, Azure & Claude

Hands-on courses, labs, and quizzes built to match real search intent. Free with no sign-up, saved directly in your browser.

FREE

Zero to Hero Guide

Start Here

→

Absolute beginner? Learn to set up VS Code, Python, and local AI models. Guaranteed to write your first simple app right away.

Absolute BeginnerSetupPython
FREE

Vertex AI Academy

New

→

Free Google Cloud AI course covering Vertex AI, Gemini, context caching, grounding, and Agent Builder.

Vertex AIGeminiGoogle Cloud
FREE

OpenAI Academy

New

→

Free interactive course to master ChatGPT, Custom GPTs, Responses API, Agents SDK, and reasoning models.

OpenAIChatGPTAPI
FREE

Azure Foundry Academy

New

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Free Microsoft AI Foundry course covering model catalog, AI agents, RAG, safety, and enterprise deployment.

Azure AIFoundryMicrosoft
FREE

AWS Bedrock Academy

New

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Free Amazon Bedrock course covering Runtime, Converse API, Guardrails, Knowledge Bases, Agents, and production AI operations.

AWSBedrockEnterprise AI
FREE

Cursor Academy

New

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Free Cursor AI course for Composer, Agent Mode, MCP, rules, and advanced AI coding workflows.

CursorComposerAgent Mode
FREE

Claude Academy

Most Popular

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Free Claude AI course with hands-on labs, prompt engineering, API, MCP, and 42 quizzes.

Claude AILearning GamePrompt Engineering
FREE

MCP Academy

2025 Standard

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Free Model Context Protocol course to build servers, clients, tools, and secure integrations.

MCPServersToolsIntegration
FREE

Agents Academy

Hot

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Free AI agents course for autonomous systems, multi-agent orchestration, tools, memory, and safety.

AI AgentsOrchestrationAutonomous
FREE

Open Source AI Academy

New

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Free open-source AI course covering llama.cpp, vLLM, Ollama, quantization, LoRA, and MLOps.

llama.cppvLLMOpen Source
FREE

Copilot Academy

Popular

→

Master Microsoft Copilot Studio, Cowork, M365 Copilot, Purview AI Shield & Power Platform.

Copilot StudioM365 CopilotCoworkPower Platform
FREE

Inference & Harness Academy

New

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Free 18-module course covering custom Rust inference engines, GitHub Copilot runtime architecture, interference engineering, DeepSeek MLA & continuous batching.

InferenceRustCopilot Runtime
FREE

Rust Systems & AI Academy

New

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Free 20-module masterclass covering memory invariants, Cranelift JIT, bare-metal kernels, Void LLM & direct NVIDIA CUDA with cudarc.

RustCUDACompilersBare-Metal
01.5 · INFINITY SECURITY STACK
02 · FREE DEVELOPER TOOLS
// 13 TOOLS · 2.5M+ SEARCHES · PRO COMMERCIAL & FREE

Essential & Commercial Tools: Instant Access

NEW

ChronoFact

Epistemic AI Backbone & Token Optimizer

→

Pure-Rust token optimization & epistemic backbone for AI agents. Slashes prompt tokens by 81.8% to 90.9% via TF-IDF schema pruning, intercepts weight freeze cutoff drift in <5ms, and gates memory with a strict 0.72 threshold (0 token leakage).

Token OptimizerRust NativeMCP ServerLive Telemetry
NEW

PulseBridge

AI IDE Monitor & Remote Companion

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Monitor your AI IDE and coding agents from your phone. Zero-latency Win32 GDI screen streaming, touch-drag mouse wheel scrolling, live project file trees, 7–30d recency filtering & remote prompt injection for Google Antigravity, Cursor & VS Code.

AI MonitorRemote ControlRust NativeLive Lab
FREE

Forge SEO

85K+ monthly searches

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Generate perfect meta tags, preview Google SERP snippets & social cards with quality scoring.

Meta TagsSERP PreviewOG Tags
FREE

ResumeForge

900K+ monthly searches

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Build professional resumes in minutes. AI bullet points, multiple templates & instant export.

AI ResumeCV BuilderTemplates
FREE

ColorForge

480K+ monthly searches

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Generate harmonious color palettes with 6 color theory modes. Contrast checker & CSS export.

Color TheoryContrast CheckCSS Export
FREE

SchemaForge

110K+ monthly searches

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Generate valid JSON-LD structured data for Google Rich Results. 12 schema types, one-click copy.

JSON-LDRich ResultsSchema.org
FREE

JSONForge

300K+ monthly searches

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Format, validate, diff & explore JSON. Tree view, syntax highlighting, minify & beautify.

FormatterValidatorDiff Tool
FREE

Prompt Studio

Massive demand

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Build, test & optimize AI agent prompts with real-time scoring, MCP schemas, variable injection & 15+ templates.

Prompt StudioMCP SchemasScoring
FREE

ReadmeForge

200K+ monthly searches

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Generate professional README.md files in seconds. 4 templates, shields.io badges & live preview.

READMEMarkdownBadges
FREE

CostForge

Growing fast

→

Compare Claude vs GPT vs Gemini API costs. 12 models, use-case presets & optimization tips.

API PricingCost CompareCalculator
FREE

Claude Toolkit

16 config files

→

Copy-paste config templates for Claude Code, Cursor, Copilot, Gemini CLI & Windsurf.

CLAUDE.mdCursor RulesAI Config
FREE

Humaniser

AI Text Humanizer & Detector Bypass

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Convert robotic ChatGPT & Claude text into natural human writing. Injects burstiness, removes AI clichés & smooths perplexity.

AI HumanizerBypass AIVoice Engine
03 · OPEN SOURCE ON GITHUB
// CLONE · RUN · BUILD ON · MIT & APACHE-2.0

Open Source on GitHub

Public repositories you can clone and build on: multi-agent platforms, agent debuggers, MCP gateways, security stacks, and a self-hosting compiler.

OPEN SOURCE

ChronoFact

Epistemic AI Backbone & Token Optimization Engine

→

Native Rust 4-pillar engine for autonomous agents. Prunes 81.8% to 90.9% of prompt tool schemas via unigram cosine similarity, intercepts weight freeze cutoff drift in <5ms, and gates semantic memory with a strict 0.72 threshold (0 leaked tokens). Native MCP server with live React 19 cockpit.

RustMCP NativeToken OptimizerReact 19MIT
Launch Live Showcase →
OPEN SOURCE

PulseBridge

Universal Mobile AI IDE Companion & Telemetry Bridge

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High-precision, low-latency mobile companion for Google Antigravity, Cursor AI, and VS Code. Real-time desktop streaming via Windows GDI, touch-drag mouse wheel scrolling, live multi-project folder inspection (depth-2 tree), 7–30d recency filtering, zero-trust token persistence, and bidirectional prompt injection over 4G & Wi-Fi.

RustAxum 0.7React 19Win32 GDIZero-TrustMIT
Launch Live Showcase →
OPEN SOURCE

HARNESS Engine

Pure-Rust LLM Inference & Bio-SNN Runtime

↗

Frontier LLM inference engine in pure Rust (11 crates). Runs 70B models on 8GB consumer VRAM via temporal ping-pong DMA layer streaming, 74% FLOP sparsity with LIF Spiking Attention, Apple Silicon UMA zero-copy, and DFA constrained decoding.

RustInference70B StreamBio-SNNMIT
View on GitHub →
OPEN SOURCE

The Forge

Multi-Agent Code Evolution Platform

↗

Claude, GPT, Gemini and local models compete to solve coding challenges; the Vitalis JIT compiler judges by compiling and benchmarking the results, and evolutionary selection breeds the winners. Hardened for local use: key auth, path jailing, budget gates and fail-closed self-improvement.

PythonRust JITMulti-AgentMIT
View on GitHub →
OPEN SOURCE

AgentLens

Chrome DevTools for AI Agents

↗

Time-travel debugging, cost tracking and anomaly detection for multi-agent LLM workflows. MCP-native, built in TypeScript.

TypeScriptMCP-nativeDevToolsMIT
View on GitHub →
OPEN SOURCE

MCPlex Gateway

Security-First MCP Smart Gateway

↗

Open-source MCP smart gateway in Rust (v0.7.1) with security by design, constant-time auth, server-verified RBAC role binding, strict input validation, redacted audit logs, semantic tool routing (70–90% token savings) and an optionally-authenticated live security dashboard. Plugs into VS Code, Claude & Cursor.

RustMCP GatewaySecurityRBACMIT
View on GitHub →
OPEN SOURCE

Infinity Service Ops

Sovereign ServiceNow Alternative

↗

Security-first, Rust-native service operations platform covering ITSM, CMDB/service graph, ITOM ingestion, SecOps, a workflow engine, and auditable AI. Own your critical-systems data.

RustITSMCMDBSecOpsApache-2.0
View on GitHub →
OPEN SOURCE

Vitalis

AI-Native Self-Hosting Compiler

↗

Compiled language built from scratch in Rust with Cranelift JIT + AOT, Hindley-Milner type inference, SIMD vectorisation, and self-hosting (compiles itself).

RustCraneliftCompilerSelf-Hosting
View on GitHub →
OPEN SOURCE

Humaniser

Open-Source AI Text Humanizer

↗

Open-source AI text humanization & voice transformer engine. Perturbates mechanical n-gram clichés, injects sentence burstiness, and smooths perplexity distributions to bypass AI detectors.

PythonAI HumanizerDetector BypassMIT
View on GitHub →
OPEN SOURCE

Infinity Security Stack

Sovereign Cloud Infrastructure

↗

Four Rust-native security tools replacing Auth0, Datadog, Snowflake & Kafka: Infinity ID (OIDC/OAuth2), Observe (logs/metrics/traces), Data (vector DB + analytics), and Stream (commit logs + BM25 search).

RustSecurityIdentityObservabilityApache-2.0
View on GitHub →
04 · RESEARCH · AI & AGI
// FOUNDATIONAL SYSTEMS · BUILT FROM SCRATCH

Researching the Future of AI & AGI

Foundational systems built from scratch: an AGI cognitive architecture in Rust, a self-hosting compiler, an LLM training engine, and a bare-metal OS kernel.

NEW

ChronoFact

Epistemic AI Backbone & Token Optimization Engine

→
>0% Token Slash
<0ms NLI
0Leak Tokens
  • ▸Pure-Rust TF-IDF schema pruner slashing prompt tokens by 81.8% to 90.9%
  • ▸Sub-5ms weight freeze interceptor detecting knowledge cutoff deltas
  • ▸Relevance-gated memory with strict 0.72 threshold and 0-token leakage
RustMCP NativeToken OptimizerReact 19MIT
NEW

PulseBridge

Universal Mobile AI IDE Companion & Telemetry Bridge

→
<0ms Latency
0FPS
0MB RAM
  • ▸Sub-15ms Win32 GDI BitBlt zero-copy screen capture & SIMD TurboJPEG
  • ▸Kinetic touch-drag mouse wheel scrolling with velocity dampening
  • ▸Zero-Trust token auth & automated 4G/5G Cloudflare Tunnel pairing
RustAxum 0.7React 19Win32 GDIZero-Trust
HOT

HARNESS Engine

Pure-Rust LLM Inference & Bio-SNN Runtime

→
0Crates
0tok/s
0% Sparsity
  • ▸70B models running within 4.8GB VRAM cap via double-buffered ping-pong DMA
  • ▸LIF Spiking Attention skipping 74% dense key FLOPs dynamically
  • ▸Apple Silicon UMA zero-copy execution with 1,092 GB/s bandwidth
RustInferenceBio-SNN70B StreamOpenAI API
ACTIVE

Vitalis

AI-Native Self-Hosting Compiler

→
0Modules
0+LOC
0Builtins
  • ▸Cranelift JIT + AOT (100-6,750x faster than Python)
  • ▸Self-hosting proven (compiles itself)
  • ▸Hindley-Milner type inference + SIMD vectorisation
RustCraneliftSIMDCompiler
ACTIVE

Void LLM

From-Scratch LLM Training Engine

→
0MParameters
0+LOC
0CUDA Kernels
  • ▸7,800+ tok/s GPU-accelerated inference
  • ▸5 model configs: 5M to 3B parameters
  • ▸Self-evolution engine with 12 mutation types
RustCUDALLMTransformer
ACTIVE

Freedom OS

Bare-Metal OS Kernel from Scratch

→
0Modules
0+LOC
0Dependencies
  • ▸NEW: virtio-net driver + in-kernel TCP/IP + text-mode browser
  • ▸x86_64 bare-metal GUI desktop with window compositor
  • ▸NexusCode IDE + Start menu launcher
Rustx86_64TCP/IPBare-Metal
05 · FAQ
// FREQUENTLY ASKED QUESTIONS

Questions, Answered

What is Infinity Tech Stack?+

Infinity Tech Stack is an independent AI research and software portfolio by Bart Chmiel. It includes 13 free AI academies, 10+ free developer tools, and from-scratch systems research: Neuromantix AGI, the Vitalis compiler, the Void LLM engine, Freedom OS and the Infinity Security Stack.

Are the developer tools really free?+

Yes. All developer tools (including the SEO meta tag generator, JSON formatter, schema generator, resume builder, colour palette generator, prompt playground, README generator, API cost calculator, and OpsForge Service Blueprint) are 100% free with no sign-up required.

Is the code open source?+

Several projects are open source and published on GitHub, including Infinity Service Ops and the Infinity Security Stack (Apache-2.0), as well as The Forge, MCPlex Gateway, and AgentLens (MIT). Each project page links directly to its public repository.

What is the Infinity Security Stack?+

It is a suite of four open-source, self-hostable Rust services covering identity, observability, vector search, and real-time streaming, built as self-hosted alternatives to proprietary SaaS infrastructure. Infinity ID is stable; Infinity Observe, Data, and Stream are in active development.

Which technologies power the stack?+

The underlying engines are written in Rust, with CUDA for GPU acceleration and TypeScript with Next.js powering the web platform and interactive tools.

Are the interactive AI academies free?+

Yes. All 13 academies (covering Rust Systems & AI, Inference & Harness, Claude, OpenAI, Vertex AI, Azure AI Foundry, AWS Bedrock, Cursor, MCP, AI agents, open-source AI, Power Platform, and Zero-to-Hero) are free interactive courses with no sign-up required, and your progress is saved locally in your browser.

What are the best free AI courses available right now?+

Infinity Tech Stack offers 13 free AI academies in 2026: Rust Systems & AI, Inference & Harness, Claude, OpenAI, Vertex AI, Azure AI Foundry, AWS Bedrock, Cursor, MCP, AI Agents, Open Source AI, Power Platform, and Zero-to-Hero. Each course includes hands-on labs, quizzes, and XP progression with no paywall or certificate fees.

How do I start learning AI coding as a complete beginner?+

Start with the free Zero to Hero path at infinitytechstack.uk/zero-to-hero. It assumes zero prior knowledge, featuring an in-browser practice terminal, VS Code setup guides, line-by-line code walkthroughs, and a clear jargon decoder for technical terms.

Is there a free AWS Bedrock course?+

Yes. The AWS Bedrock Academy is a free 24-module course covering boto3, least-privilege IAM, AgentCore, RAG debugging, guardrails, cost engineering, multi-region failover, and AI incident response, featuring real code, CLI labs, and scenario quizzes.

What is MCPlex?+

MCPlex is an open-source MCP (Model Context Protocol) gateway published on GitHub under the MIT license. It routes and manages multiple MCP servers behind a single endpoint with semantic tool routing, RBAC and audit logging, and pairs with the free MCP Academy course for learning the protocol itself.

Are all courses and developer tools on Infinity Tech Stack completely free?+

Yes. Every single one of the 13 AI academies (Rust Systems & AI, Inference & Harness, Claude, OpenAI, Bedrock, Vertex AI, Azure AI Foundry, Cursor, MCP, Agents, Open Source, Power Platform, Zero-to-Hero) and all 10+ developer tools are 100% free with no sign-up, no subscriptions, and no paywalls.

What is Humaniser AI?+

Humaniser AI is an open-source text humanizer and voice engine at infinitytechstack.uk/humaniser. It calibrates perplexity, burstiness, and natural tone to convert robotic AI writing into engaging human prose while bypassing mechanical AI detector patterns.

What is ChronoFact and how does it prevent agent epistemic drift and token waste?+

ChronoFact is an open-source, native Rust epistemic AI backbone and token optimizer for autonomous agent workflows. It sits between agents and LLMs via Model Context Protocol (MCP) or an HTTP proxy. ChronoFact slashes prompt tokens by 81.8% to 90.9% through TF-IDF unigram schema pruning, intercepts knowledge cutoff and weight freeze drift in under 5ms, gates semantic memory with a strict 0.72 threshold (0 leaked tokens on task switch), and catches factual contradictions in 20ms using Natural Language Inference.

What is PulseBridge and how does it monitor AI coding agents?+

PulseBridge is an open-source, ultra-low-latency remote companion and telemetry bridge for AI IDEs including Google Antigravity, Cursor AI, and VS Code. Built in native Rust (Axum 0.7) and React 19, it streams live desktop screens via Win32 GDI, provides touch-drag mouse wheel scrolling, live multi-project folder inspection (7–30 day recency filter), and bidirectional prompt injection over local Wi-Fi or secure Cloudflare tunnels directly from your phone.

Who is Bart Chmiel and what is Infinity AI?+

Bart Chmiel is an AI research engineer and software architect based in London, UK. Infinity AI / Infinity Tech Stack is his independent research portfolio featuring from-scratch AGI research (Neuromantix), native compilers (Vitalis), LLM training engines (Void), bare-metal systems (Freedom OS), and comprehensive free AI education.