ai-setup
TinyFish Web Agent – 82% on Mind2Web vs Operator 43%
TinyFish runs hundreds of browser sessions simultaneously with a serverless architecture, scoring 82% on Mind2Web hard tasks against OpenAI Operator 43%.
AI-native developer notes
Build faster with AI tools, local LLMs, and self-hosted stacks.
AI setup guides, MCP server walkthroughs, developer-tool reviews, local LLM notes, and self-hosted workflows for engineers building with AI.
$ runany topics --latest
✓ local LLM setup
✓ automation workflows
✓ dev tools reviews
✓ hands-on tools
Popular starting points
OpenMono (OpenMonoAgent) — Local Coding Agent with llama.cpp & MCP OpenMono (also called OpenMonoAgent or openmonoagent.ai) is a .NET 10 local coding agent that wraps Dockerized llama.cpp with MCP support, sub-agents, and hardware-aware model sizing. No cloud. AnySearch MCP Server: API Setup + Integrations for AI Agents AnySearch MCP Server gives AI agents real-time web, finance, and academic search through one API key. Covers MCP, OpenAI functions, REST integrations, and Python setup in 10 min. anarlog: Free Open-Source Granola Alternative for Notes anarlog is a free, open-source alternative to Granola. Record, transcribe & summarize meetings locally with your own LLM. MIT-licensed, privacy-first, built with Rust + Tauri. What Is VibeSearchBench? Real-World AI Search Benchmark VibeSearchBench is an AI search benchmark with 200 vague, multi-turn, real-world tasks scored with triplet F1, built to measure agent search quality beyond toy evals.
Browse by Category
Category hubs for repeat topics
Jump into focused archives for AI setup, developer tooling, product reviews, and self-hosted workflows.
Category
AI Setup
Local LLMs, coding agents, model runtimes, and practical environment setup.
Open archive →Category
Dev Tools
CLIs, IDE workflows, MCP tooling, debugging, and AI-native developer productivity.
Open archive →Category
Reviews
Technical breakdowns of AI tools, APIs, startup products, and developer platforms.
Open archive →Category
Self-Hosted
Private AI stacks, VPS deployments, and internal developer infrastructure.
Open archive →Recent Posts
Latest developer guides
dev-tools
MovingLake – Real-time data connectors for anything
MovingLake unifies ETL, reverse ETL, and transactional integrations into one event-driven platform. Connect any API, database, or service and stream data in real time to Snowflake, your CRM, or anywhere else.
dev-tools
gh-slimify – Migrate GitHub Actions to ubuntu-slim
gh-slimify is a GitHub CLI extension that scans workflows and automatically migrates eligible jobs from ubuntu-latest to the lightweight ubuntu-slim runner, cutting CI costs on every run.
dev-tools
SemanticTest – Open-Source AI Testing Framework
Test AI agents with semantic validation using composable HTTP, parsing, and LLM-judge blocks in pipeline-based JSON test definitions.
dev-tools
Bucket – Encrypted File Sharing From the Terminal
Push files from your terminal, get a link with a secret. Bucket sends large files without the usual friction — no browser, no sign-ups, no attachments rotting in inboxes.
ai-setup
FlexLlama – Run Multiple Local LLMs with a Dashboard
A lightweight self-hosted tool that runs multiple llama.cpp server instances simultaneously, with OpenAI v1 API compatibility and a real-time GPU dashboard.
ai-setup
SigmaShake - AI Agent Guardrails at Runtime
SigmaShake adds deterministic sub-2ms guardrails to Claude Code, Cursor, Gemini CLI, and Copilot - blocking destructive tool calls before they execute.
ai-setup
TesterArmy - AI-Powered E2E Testing Without Test Scripts
TesterArmy is a YC P26-backed agentic E2E testing platform. Define tests in plain English, let AI agents run them before deployment and in production. No selectors, no scripts.
self-hosted
Flashpaper – Zero-Knowledge Ephemeral Secret Sharing
Open-source ephemeral secret sharing tool. Client-side AES-256-GCM encryption, RAM-only storage, one-time read. Free for individuals.
Scroll down to load more posts.