Build a research brief you can actually check
Turn three source passages into a claim ledger, a restrained recommendation and a one-page brief. Includes a complete teaching packet and reusable prompts.
Work through the example ↗The practical AI decision desk
Useful work.
Clear evidence.
Choose a task, check the evidence and measure the result. Worked guides, an editable cost model and a tool shortlist help you make the next decision.
Start with the job
What are you working on?
A good tool earns its place in your workflow.
Build somethingApps, code & developmentFind an answerResearch & source checkingMake it visualImages, UI & presentationsGet time backWorkflows & integrations
No signup. Save locally. Compare before you commit.
● 832 tools in the directory4 worked guides & templatesLatest source record 13 Oct 2026Our publishing method ↗
Start here / Learn a useful method
Go from a question to a checked result.
Original teaching examples, complete exercises and reusable templates.
Compare the cost of finished work, not the subscription
Build an editable monthly cost model with retries, review time and setup. Follow a hypothetical USD example and calculate a useful break-even point.
Work through the example ↗Run a small AI coding pilot with a reviewable result
Use a two-tool compare action as a bounded coding exercise. Includes acceptance criteria, a reference function, runnable tests and a diff-review checklist.
Work through the example ↗Make a small automation safe to retry
Design one draft per request version, recognize duplicate deliveries and stop conflicting inputs. Includes runnable sample logic and a production handoff checklist.
Work through the example ↗Your assumptions / Your decision
A cheap plan can make expensive work.
Compare recurring charges, review time and setup. Record your acceptance task, source checks and corrections in a worksheet you can download.
EXAMPLE: $220 vs $85 / MONTHOpen the decision lab Fictional inputs. Runs in your browser.
Find candidates. Then run your own trial.
These source briefs are unreviewed discovery records, not tested recommendations. Search, save candidates and verify the original source.
832 tools
Krea 2 TurboDesign & images
Generates images from text prompts. Offers basic image editing. Still in development, lacks proven capabilities.
EmbeddingGemmaVideo
Upload media files to generate embeddings and perform queries, requiring browser execution with WebGPU support.
imaginAIryBuild & code
Generates images and videos using Python. Open-source contributions possible via GitHub. Requires further validation for production use.
Omni Video FactoryVideo
Generates videos from text and images, extends existing videos. Functional tool for basic video content generation.
AI DungeonGeneral purpose
Play interactive stories with AI-generated content. Create adventures, customize settings, and share experiences with others.
Model PulseGeneral purpose
Analyzes Hugging Face model download statistics, trends, and historical data for better decision-making.
diagram-designDesign & images
Provides 44 diagram types in self-contained HTML and SVG. Lacks shadows and Mermaid integration.
reaGeneral purpose
Tool for reverse engineering applications and native binaries using agents for behavior analysis.
free claude codeBuild & code
Access multiple AI harnesses for free with browser support and high token availability. Suitable for terminal, IDE, and app integration.
BitNetGeneral purpose
Inference framework for 1-bit large language models, enabling efficient computation and memory usage for model deployment.
open-webuiGeneral purpose
User interface for AI models including support for Ollama and OpenAI API. Simplifies interaction with multiple AI backends.
multi-harness rlGeneral purpose
Train open models using reinforcement learning within real agent harnesses for task execution.
AirLLMGeneral purpose
Enables inference of 70B model on 4GB GPU hardware. Supports efficient resource utilization for AI applications.
Apollo 11 Guidance Computer CodeBuild & code
Source code for Apollo 11 Guidance Computer. Supports lunar and command module simulations.
ArtCraftGeneral purpose
ArtCraft enables crafting projects for artists and designers through an intentional engine for multimedia workflows.
AnyPS5Build & code
Tool automates porting of PS5 executables to Linux and Windows systems. Simplifies cross-platform compatibility for developers.
RecurseChatGeneral purpose
RecurseChat enables conversations with local AI instances, leveraging personal data for tailored interactions.
God's Eye ViewGeneral purpose
Browser-based satellite simulator using real spatial data, focused on 3D globe visualization.
Viggle TurboDesign & images
Generates images with editing capabilities and comparisons. Operates in a 6-step framework for processing inputs.
llm_aided_ocrGeneral purpose
Integrates LLMs with Tesseract for OCR error correction, chunking, and markdown from scanned PDFs.
Boring ReportGeneral purpose
AI-generated news aggregation. Focuses on reducing noise in information delivery. Potential for future enhancements.
Jev Decision IndexGeneral purpose
Benchmarks for various reproductions of TypeSafe's Jev; lacks concrete proof of performance capabilities and market differentiation.
Qwen Image Edit LoRAsGeneral purpose
Demonstrates collection of LoRAs for image editing. Experimental stage, capabilities may vary significantly.
BFS Best Face SwapGeneral purpose
Facilitates head swapping using BFS LoRA on Qwen-Image-2.1. Performance validation needed.
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Follow the evidence
Each source brief links to its origin. Use the research guide to turn claims into a checked evidence ledger.
Choose on your terms
Compare source descriptions side by side, then use the decision lab to model costs and record a trial.
Try before you trust
Set an acceptance condition before trying a tool. Record review time, errors and the result before adopting it.