AI Resources Directory
A curated collection of AI tools, models, resources, and learning materials to enhance your development workflow. From planning to deployment, discover the best AI resources to accelerate your Forge projects.
Large Language Models (LLMs)
The frontier model landscape has converged — all major providers now deliver strong performance across coding, reasoning, and multimodal tasks. The differences are increasingly about specialisation, pricing, and ecosystem.
Frontier Models
Claude Opus 4.6 (Anthropic)
Anthropic's latest flagship with a 1M token context window. Leads on agentic coding benchmarks (Terminal-Bench 2.0) and sustained multi-step tasks. Powers Claude Code for terminal-based development.
Tags: Agentic, Long Context, Code, Safety
GPT-5.4 (OpenAI)
OpenAI's latest model with native computer use capabilities, 1M token context, and 128K output. Strong at abstract reasoning and mathematics. Includes a "tool search" feature that reduces token usage by 47%.
Tags: Computer Use, Reasoning, Multimodal
Gemini 3.1 Pro (Google)
Google's strongest all-around model with a 2M token context window and native multimodal support across text, images, audio, video, and code. Leads on GPQA Diamond (94.3%) and ARC-AGI-2 benchmarks.
Tags: Multimodal, Largest Context, Integration
Open Source & Local Models
The gap between open-source and proprietary models has essentially closed. Open models now match or exceed closed alternatives on most practical tasks, often at 10-50x lower cost.
DeepSeek R1
671B parameter mixture-of-experts model (37B active) that excels at reasoning, math, and coding. MIT licensed with affordable inference costs.
Tags: Reasoning, Coding, MIT License, Cost Effective
Llama 4 (Meta)
Meta's latest open-weight family in Scout (17B active) and Maverick (400B total) variants. Supports up to 10M token context. Largest ecosystem with the most community fine-tuned variants.
Tags: Open Weight, Large Ecosystem, Long Context
Qwen 3 (Alibaba)
Range from 600M to 235B parameters, all Apache 2.0 licensed. Qwen3-235B achieves 94.3% on MATH-500. Strong multilingual support.
Tags: Apache 2.0, Multilingual, Scalable
Mistral Large 3
European AI lab's flagship — 675B total parameters (41B active), 256K context, Apache 2.0 licensed. Strong for instruction following and enterprise use.
Tags: Apache 2.0, European, Enterprise
Ollama
Run any of the above models locally. Simple CLI to download and run Llama, DeepSeek, Mistral, Qwen, Gemma, and many more.
Tags: Local, Privacy, Free, Easy Setup
Hugging Face
The central hub for discovering, testing, and deploying open-source AI models. Hosts model weights, datasets, and inference APIs.
Tags: Model Hub, Community, APIs
AI Development Tools
Tools that enhance your coding workflow with AI assistance. All work with Forge projects.
AI-First Editors
Cursor
AI-first code editor with over 1M daily users. Latest release (Composer 2, March 2026) delivers frontier-level coding performance with long-horizon task capability. Features include agent mode running parallel tasks on VMs, automations triggered by Slack/GitHub/Linear, and 30+ plugins.
Tags: AI-First, Composer 2, Agent Mode, Plugins
Windsurf
Advanced AI IDE with agentic Flows for multi-step development tasks and sophisticated code generation.
Tags: Agentic Flows, Advanced, Workflows
Terminal & Agentic Tools
Claude Code
Anthropic's agentic coding tool that runs in your terminal. Understands entire project context, executes multi-step tasks autonomously, supports sub-agents for parallel work, and integrates with MCP. Works directly with Forge CLI.
Tags: Terminal, Agentic, Sub-Agents, MCP, Forge CLI
Cline
Open-source human-in-the-loop autonomous coding agent for VS Code and JetBrains. 58K+ GitHub stars. Supports MCP marketplace and bring-your-own API keys.
Tags: Open Source, Human-in-the-Loop, MCP, Free
Roo Code
Multi-mode AI coding agent for VS Code with specialised modes (Code, Architect, Ask, Debug). Offers cloud-based autonomous agents alongside local operation.
Tags: Multi-Mode, VS Code, Cloud Agents
Aider
Open-source AI pair programming in your terminal with git integration. Supports multiple LLM backends.
Tags: Open Source, Terminal, Git Integration
Editor Extensions
GitHub Copilot
AI pair programmer for VS Code, JetBrains, Xcode, and more. Now includes agent mode for multi-file changes, plan mode for reviewing blueprints, and AGENTS.md for team-wide instructions. Free tier available.
Tags: Multi-Editor, Agent Mode, Enterprise, Free Tier
Augment Code
AI coding platform with a proprietary Context Engine that maintains live understanding of your entire codebase — code, dependencies, architecture, and history. Offers IDE agents, CLI, and remote agents.
Tags: Deep Context, Enterprise, Multi-Platform
Continue.dev
Open-source AI code assistant that connects any model to VS Code or JetBrains. Fully customisable.
Tags: Open Source, Customizable, Multi-Model
AI Across the Development Lifecycle
Tools organised by development phase.
Planning & Design
Notion AI
AI-powered writing, summarisation, and project documentation.
Figma AI
AI-assisted design, prototyping, and design-to-code workflows.
v0 by Vercel
AI-powered UI generation from text descriptions and screenshots.
Eraser
Technical diagramming and documentation with AI generation.
Implementation & Code
Sourcegraph Cody
AI coding assistant with deep codebase understanding and cross-repository context.
Replit AI
Cloud-based coding environment with integrated AI assistance and instant deployment.
Testing & Quality
Codium AI
AI-generated test suggestions and code integrity analysis.
Testim
AI-powered test automation with self-healing tests.
Deployment & Operations
GitHub Actions
Automated CI/CD workflows. Use with Forge CLI for automated deployments.
Datadog
Monitoring and observability with AI-powered insights and anomaly detection.
Learning Resources
Educational content, courses, and communities for AI development.
Courses & Tutorials
DeepLearning.AI
Comprehensive AI and machine learning courses by Andrew Ng. Covers fundamentals through advanced topics including prompt engineering and LLM application development.
Prompt Engineering for ChatGPT (Coursera)
Beginner-friendly course on prompt patterns and techniques. 97% positive reviews from 643K+ students.
Developer's Guide to LLM Prompting (Weights & Biases)
Free 2-hour course covering system prompts, zero-shot/few-shot/chain-of-thought techniques, and building LLM applications.
Fast.ai
Practical deep learning for coders. Code-first, hands-on approach.
Documentation
Anthropic Claude Documentation
Complete guide to Claude models, Claude Code, prompt engineering, and best practices.
OpenAI API Documentation
API reference and guides for integrating OpenAI models.
Google AI Documentation
Gemini API reference, tutorials, and integration guides.
Communities
Forge Community Forum
Our own community for Forge developers. Share tips, ask questions, and discuss AI development workflows.
Hugging Face Community
Active community for open-source AI model development, fine-tuning, and deployment.
r/LocalLLaMA
Reddit community focused on running AI models locally.
Research & Trends
Stay current with the latest AI research and developments.
arXiv AI Papers
Latest artificial intelligence research papers and preprints.
Papers With Code
Machine learning papers with implementation code and benchmarks.
The Batch (DeepLearning.AI)
Weekly AI newsletter by Andrew Ng covering research, trends, and practical applications.
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