All Documents
3,528 documents available
Understanding Knowledge in LLM-Based AI Agents
Explains knowledge types, implementation methods, and security techniques for LLM-based AI agents with a Python code example.
ember-validations 2.0 Goals
Outlines four major goals for a v2.0 rewrite of an Ember validation library, focusing on performance, error handling, Ember Data compatibility, and code quality.
Penny Feature TODO
Catalogs 30+ potential features and enhancements for an AI assistant, organized by category with quick-win prioritization.
Knowledge about Unit Testing
Classifies unit test inputs into Normal, Boundary, and Abnormal categories, then explains Test Doubles (Dummies, Fakes, Stubs, Mocks) with PHP examples.
OBS Background Removal – FAQ (Knowledge Base for LLMs)
Answers user questions about installing, using, and troubleshooting the OBS Background Removal plugin, structured for LLM-based support.
Autonomous Performance Tuning via the Algorithm Engineering Cycle
Turns an autonomous agent into a performance engineer that iteratively optimizes code via falsifiable hypotheses, benchmarking, and git-backed experiments.
zk-knowledge
Categorises ZKP compiler pipelines into three approaches (DSL, ISA/VM, Direct) and surveys foundational zkSNARK papers.
API documentation
Documents HTTP API endpoints for programmatic access to an archivy knowledge base, including authentication, search, folders, notes, and bookmarks.
GlimmerleafTS
Documents a fictional TypeScript UI framework with a deliberately strange DOM API for testing toolchains and AI assistants.
Frequently Asked Questions
Answers 20 common questions about FloTorch.ai, covering setup, usage, data limits, licensing, and model integration.
Ollama Conversation
Documents a Home Assistant custom integration that adds an Ollama-powered conversation agent for querying house state, not for controlling devices.
SQLite-AI: API Reference
Documents all public SQL functions, virtual tables, and metadata properties for loading LLMs, generating embeddings, and managing chat sessions in SQLite.
App-Interface
Defines a contract repository for coordinating hosted services, where datafiles in `data/` drive automation and reconciliation.
Blockscout MCP Server
Wraps Blockscout APIs into MCP tools so AI agents can query blockchain data like balances, tokens, and contracts.
Why We Move from RLM to RLM-Graph
Explains why a team replaced unstructured-text RLM with a graph-based environment to make recursive exploration reliable and auditable.
AI - Artificial Intelligence
Catalogues dozens of AI tools, LLMs, speech services, and coding assistants with links and usage tips.
The Hype Surrounding DeepSeek-OCR
Collects and contextualises public claims about DeepSeek-OCR's context-compression potential that motivated a research paper.
Context
Defines the identity, technology stack, task execution workflow, and project conventions for an AI coding agent building a serverless CRUD app.
CONTEXT
Defines a Node.js Puppeteer scraper that extracts CVE IDs, metadata, and additional resource links from the Wiz vulnerability database into structured JSON.
Plan
Outlines a phased implementation plan for a Swift CLI tool that generates commit messages using on-device FoundationModels.
Kontext — Context Engine for AI Coding Agents
Defines a CLI tool that lets AI coding agents search a codebase semantically via natural language queries, returning file paths and line ranges.
MCP-Titan HOPE Alignment & Implementation Plan
Audits a codebase against a research paper, catalogues missing features, and lays out a phased build plan with code examples.
ZipPath - Project Context for AI Agents
Defines architecture, stack, rules, and patterns for an AI agent building a daily puzzle game with Flutter and Supabase.
ML & AI news of the week
Curates weekly ML and AI research, news, resources, and perspectives in a single Markdown file with linked summaries.