Using AI to write better code more slowly
Essay examining how LLMs can improve code quality through slower, deliberate development rather than rapid low-quality generation.
Essay examining how LLMs can improve code quality through slower, deliberate development rather than rapid low-quality generation.
Marketing content for agentic AI deployment consulting, emphasizing rapid business automation and integration.
Article exploring memory management in chatbots and potential negative consequences of long conversation histories.
Self-hosted AI agent runtime supporting Claude Agent SDK with persistent memory, scheduling, and multi-channel integration.
Analysis of convergent architecture patterns in frontier agentic systems including Claude, GPT, Gemini, LangGraph, and CrewAI.
Opinion piece on AI lab valuations and lack of product-market fit among well-funded companies.
Vector Symbolic cognitive memory system for AI agents claiming superior performance compared to RAG approaches.
Machine learning analysis of 400k Reddit posts identifying previously unreported Ozempic side effects through automated text mining.
OpenBrief is open-source local-first video downloader combining yt-dlp with local transcription/voice generation and LLM-powered summaries, bring-your-own-key model.
Unsiloed Parser v3.1 achieved #1 on olmOCR-Bench with 88% strict pass-rate across 1,403 PDFs, outperforming 18 competitors including LlamaParse and GPT-4V on complex document parsing tasks.
Tool enabling AI agents to self-organize with addresses, roles, shared workspace, and inter-agent communication for autonomous task negotiation and handoff.
Local AI agent for handling async task handoffs in Slack and Discord chat platforms.
Claude-based AI skill library with 10 stage-aligned agents and 62 workflows for project/program/delivery managers covering full engagement lifecycle.
InkTag.io tool for generating brand-consistent images using AI by storing brand guidelines and instructions for reuse.
Article on reducing AI's energy consumption through algorithmic improvements, hardware optimization, and green datacenter strategies.
Controlled experiment comparing Claude, ChatGPT, Gemini, Grok, and Copilot on parsing solar production data, demonstrating prompt sensitivity and accuracy variations.
Pokémon-style game using real animals and LLM vision to identify wildlife in real-world AR gameplay.
Norway acquires 2 petabytes of Huawei flash storage for LLM training infrastructure development.
CLI tool coordinating Claude and Codex across isolated git worktrees with deterministic verification and structured outputs.
Terminal shortcuts using AI to generate shell commands and answers from local LLMs.
Persistent memory layer with temporal reasoning and biological-inspired decay for AI agents with CLI inference and monitoring dashboard.
CloudPostOffice: realtime messaging library for AI agents and apps. Simple 4-line API for inter-agent communication without infrastructure overhead.
API cost calculator comparing 28 LLM models across 7 providers. Includes batch and caching discounts; useful developer reference tool.
Browser-based glider flight simulator built using LLMs to learn aerodynamics. Demonstrates practical LLM application for domain learning.
ClickHouse shares lessons from year-long AI agent coding experience. Content preview cut off; discusses agent development practices.
User report of increased rate-limiting on Google's Gemini Pro LLM coinciding with UI updates and 3.5 Preview release.
Open-source validation loop framework for AI coding agents. Enables quality control in agentic workflows.
Local Docker-based research agent plugin for Obsidian using Anthropic API. Runs locally with workflow automation via command palette.
AI-native database supporting vector search, graph queries, SQL, AutoML, and LLM integration.
Case study on how Claude Cowork engineer leverages Claude LLM in workflow and development.
MLSys conference analysis on open vs closed AI systems. Focus on LLM training/deployment efficiency challenges. Research-focused.
Discussion on the persistent human effort required for tasking and prompt engineering with LLMs.
News aggregator tool combining AI content from HN, arXiv, GitHub trends, HuggingFace, Reddit, Twitter, and AI lab blogs.
Overview of common design patterns and architectural approaches for building agentic AI systems.
Discusses monitoring and auditing AI agent behavior in production environments.
Strategies for improving AI-assisted coding beyond initial productivity gains for development teams.
Open-source iOS app for local Stable Diffusion image generation without internet or accounts.
Technical approach to distributing LLM inference across DwarfStar architecture.
Technical explanation of credential management systems for authenticating AI agents to external services.
Local demonstration of LLM insights for analyzing comments and ideas.
Open-source self-hosted interview preparation tool using LLMs with voice input and real-time scoring.
Local observability dashboard for Claude Code with event streaming, token tracking, and tool-call visualization. Public beta, plugin-extensible.
SQLite-Vector integration with Google TurboQuant quantization achieving 38x speedup in vector search operations.
SQLiteGraph embeds graph database with HNSW vector search in SQLite. Vector search infrastructure for AI applications.
docs-cli tool syncs project documentation in Markdown for coding agents. Agent-focused developer tool with practical implementation.
PEEK system caches orientation knowledge for LLM agents operating over long external contexts like code repositories. Includes paper and code.
IA-SQL: PostgreSQL extension using LLMs to auto-compile documents into cross-referenced wikis with hallucination auditing. Proof of concept.
C++ inference engine for SAM-3D-Body model using ONNX Runtime and ggml, producing 3D body pose and mesh from RGB images with zero Python runtime dependency.
Cordium is an open-source sandbox platform for remote development and secretless infrastructure access, initially designed as GitHub Codespaces alternative.
Security proxy for AI coding agents at OS level; essay on feature scope creep enabled by faster development.