Dev Utils
89 Resources · Open-source AI coding agents, CLI tools, and editor integrations. Claude Code, Cursor, Aider, OpenCode — comparisons, setup guides, migration tips.
DESIGN.md: Google's Open-Source Format for Giving AI Coding
DESIGN.md by Google Labs Code is an open-source format specification for describing visual identity to AI coding agents. 20.8k GitHub stars. Learn how it bridges design systems and AI code generation with YAML tokens and prose-based constraints.
SkillSpector: NVIDIA's Open-Source Security Scanner for AI Agent
A security scanner for AI agent skills that detects vulnerabilities, malicious patterns, and security risks before installing agent skills. 10K stars from NVIDIA. Protect Claude Code, Codex CLI, and other agent frameworks.
Presidio Review: Microsoft's Open-Source PII Detection and Data
Presidio (9.4K+ GitHub stars) from Microsoft is an open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, regex, rule-based recognition, DICOM image redaction, and customizable pipelines. MIT licensed, OpenSSF Best Practices certified.
Spec Kit: GitHub's Revolutionary Spec-Driven Development Toolkit
Complete guide to Spec Kit by GitHub - the open-source toolkit that transforms how developers build software through spec-driven development. Installation, workflow, and real-world examples.
CC Switch: The Ultimate AI Coding Agent Manager for
Complete guide to CC Switch — the cross-platform desktop app that manages Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw, and Hermes Agent in one unified interface. Installation, configuration, and real-world usage.
Codebase-Memory-MCP: High-Performance Code Intelligence for AI
Deep dive into codebase-memory-mcp — the fastest code intelligence MCP server that indexes entire repositories in milliseconds. Full installation guide, comparison with alternatives, and real-world usage.
LLM Inference Cost Optimization: Run Any Model for Pennies
LLM inference cost optimization guide. Compare Ollama, vLLM, llama.cpp quantization. Reduce API costs by 90%+. 3 benchmarks, 6 deployment methods.
JuiceFS (14K⭐): The Distributed POSIX File System That Turns
JuiceFS (13,900+ stars) transforms any S3-compatible object storage into a POSIX-compliant distributed file system. Powered by Redis for metadata, it delivers cloud-native performance with local filesystem semantics — perfect for AI training, big data, and cloud workloads.
AI SEO & GEO: How dibi8 Learned to Stop Chasing Clicks
We stopped writing for clicks. Started writing for citations. After 72 articles across 4 languages, here is the 5-layer method that got us cited by Google SGE, Perplexity, and ChatGPT.
ECC: Optimize Claude Code, Codex
ECC (Agent Harness Performance Optimization) reduces context window usage and speeds up AI coding agent responses. Compatible with Claude Code, Codex, Opencode, Cursor, and more. Performance tuning, skill system, and MCP server setup covered.
Oh My Zsh: 7 Steps to a Faster Dev Workflow in 2026
Master Oh My Zsh with real benchmarks, plugin configs, and setup guides. Compare with Starship, Prezto, and Zsh-native setups. 187k+ stars.
Semgrep: The 15K-Star SAST Tool That Finds 500+ Vulnerabilities
Semgrep is an open-source static analysis tool with 15K+ GitHub stars that finds 500+ vulnerability patterns in Python, JavaScript, TypeScript, Go, Java, and more. Fast, lightweight, CI/CD integration. Includes setup guide, benchmarks, and production deployment.
Microsoft MarkItDown: The Complete Guide to Converting Any File
Learn how to use Microsoft's MarkItDown to convert PDFs, Word docs, images, HTML, PPTX, and more into clean Markdown. Step-by-step installation, usage examples, Python API, AI pipeline integration, benchmarks, and comparisons with Pandoc, Calibre, and LibreOffice.
Trivy: Stop Shipping Vulnerable Containers to Production
Trivy (aquasecurity/trivy) is an open-source security scanner for containers, IaC, and code. Works with Kubernetes, Docker, GitHub Actions, and CI pipelines. Scans 600K+ CVEs, secrets, and misconfigurations. Covers installation, policy-as-code, and production hardening.
Obscura: Rust Headless Browser for AI Agents — 14,000 Stars
Obscura (14,788 GitHub stars) is a Rust headless browser engine for AI agents and web scraping. 30MB memory, 85ms page load, built-in anti-detection. Drop-in replacement for headless Chrome with Puppeteer and Playwright support. Docker and binary installs.
repomix 2026: Pack Your Entire Codebase into One LLM-Ready File
repomix (formerly repopack) turns any Git repository into a single, structured plain-text file optimized for LLM context windows — supporting Claude, ChatGPT, Gemini, and Cursor. 14k+ stars, zero config, runs in seconds with npx.
Bumblebee 2026: Perplexity AI Open-Sources Its Internal
Bumblebee is Perplexity AI's open-source, read-only supply-chain scanner that checks npm, PyPI, Go modules, MCP configs, editor extensions, and browser extensions for known compromised packages — without executing a single line of your code.
Codegraph: The Code Knowledge Graph That Slashes LLM Token Costs
Codegraph (48,117 GitHub stars) creates pre-indexed code knowledge graphs for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local. Includes setup tutorial, architecture breakdown, and real benchmarks.
cc-switch: The Cross-Platform Desktop CLI Control Center That
cc-switch (99,299 GitHub stars) is a cross-platform desktop tool that unifies Claude Code, Codex, OpenCode, Gemini CLI, OpenClaw, and Hermes Agent into one control center. Single binary, zero dependencies. Includes setup tutorial, architecture breakdown, and real benchmarks.
AI Token Monitor: Track Claude, Gemini, Grok
Free open-source desktop widget for Linux that shows real-time AI token quotas with HP-bar progress visualization inside Conky. Supports Claude, Gemini, Grok, and Kimi with live API polling and reset countdowns.
Skyvern: Automate Browser Workflows with AI Agents (21K Stars)
Skyvern automates browser-based workflows using LLMs and computer vision (21,803 GitHub stars, AGPL-3.0). Covers installation, the real Python API, working code examples, and an honest comparison with Selenium and Playwright.
markitdown: Convert Files & Office Docs to Markdown (141K Stars)
markitdown is Microsoft''s Python tool for converting files and office documents to Markdown. 141,153 GitHub stars, MIT license. Covers installation, core CLI and Python usage, real code examples, and an honest comparison with pandoc and docx2txt.
Marker: Convert PDF, DOCX & EPUB to Markdown/JSON Fast
Marker (datalab-to/marker) converts PDF, DOCX, EPUB and more to Markdown, JSON, HTML and chunks quickly and accurately. 35,694 GitHub stars, GPL-3.0 code license. Covers installation, the CLI and Python API, real code examples, LLM mode, and an honest comparison with alternatives.
Firecrawl: Turn Any Website into LLM-Ready Data (127K Stars)
Firecrawl is the open-source web data API that scrapes, crawls, maps, and searches the web into clean, LLM-ready markdown or structured JSON. 127,747 GitHub stars, AGPL-3.0. Covers install, the official SDKs, real code, self-hosting, and an honest comparison with Puppeteer, Scrapy, and Axios.
exo: Run Frontier AI Across Your Own Devices (45K Stars)
exo turns your Macs, PCs and phones into a single cluster that runs frontier AI models locally. 45,088 GitHub stars, Apache-2.0. Covers installation, the dashboard, the OpenAI/Claude/Ollama-compatible API, real commands, and an honest comparison.
GEO / AI Overviews Optimization 2026
Generative Engine Optimization (GEO) is the new SEO. How to optimize for Google AI Overviews, ChatGPT Search, and Perplexity citations. Real techniques from running optimization on dibi8.com — FAQ schema, citability scoring, llms.txt.
Gemini CLI vs Claude Code 2026: Real Comparison on 5 Workflows
Google released Gemini CLI competing with Claude Code. Tested both on the same 5 workflows: where Gemini wins (free tier, 1M context), where Claude Code wins (tool-use reliability, agentic loops), and which to use when.
Cursor Cost-Saving Strategies 2026
Cursor changed its pricing in 2025 — Pro users lost ~55% effective usage at the same price. Here are 7 specific cost-saving strategies that work in 2026: model selection, context discipline, hybrid stacks, and when to abandon ship.
Aider vs Cline vs OpenHands 2026
Tested all three open-source AI coding agents on the same 5K-LOC TypeScript codebase. Concrete benchmark numbers, where each wins, where each falls short, and the BYO-API-key cost reality vs commercial alternatives.
AI Coding Ethics 2026
Companies in 2026 split into AI-allow / AI-restrict / AI-forbid camps. Practical guide for what each policy looks like, how to choose, and the legal/IP/compliance gotchas — based on real corporate adoption patterns we tracked.
AI Coding Agent Monthly Bill 2026
Tracked 30 days of actual usage and billing across Claude Max ($200), ChatGPT Plus + Codex CLI API ($165 effective), and Cursor Pro + API overflow ($87). Per-task cost breakdown, when each pays off, and the threshold where switching makes sense.
n8n AI Workflow Automation 2026
The definitive n8n tutorial 2026. Self-host n8n, build AI-powered workflow automations with LangChain integration, and compare n8n vs Zapier vs Make for enterprise builders.
CodeGraph Review: The Pre-Indexed Code Graph That Cuts Claude
CodeGraph (20.2K+ stars) is a local-first knowledge graph for Claude Code, Cursor, Codex CLI, OpenCode and Hermes Agent. SQLite-backed, 19 languages, 14 frameworks, zero external APIs — slashes ~35% of token cost and ~70% of tool calls vs raw grep/glob/Read. Full feature breakdown, install, real workflows, comparison vs LSP and MCP servers.
AI Coding Tools 2026: The 7 Best Cursor Alternatives
Cursor's monopoly on AI coding is over. We benchmarked 7 open-source and commercial alternatives — Claude Code, Codex, Windsurf, Aider, Continue.dev, Cline, and Roo Code — on real-world projects.
Docker GenAI Stack: Spin Up LangChain
Set up a complete local GenAI development environment with Docker GenAI Stack. Includes LangChain, Neo4j, Ollama, and vector databases in a single docker-compose. Production-ready tutorial for 2026.
Zoxide: 36,752 GitHub Stars — Complete Setup Guide 2026
Zoxide is a smarter cd command that learns your directory habits. Supports Bash, Zsh, Fish, Nushell, and PowerShell. Covers installation, shell integration, fzf setup, algorithm internals, and migration from autojump/fasd.
Typesense 2026: The Open-Source Instant Search API Handling 1M
Set up Typesense 27.1 for typo-tolerant instant search with sub-50ms response times. Step-by-step Docker deployment, SDK integration, and production benchmarks.
Traefik: 63,229 GitHub Stars
Traefik is a cloud-native application proxy and edge router with automatic service discovery. Compatible with Docker, Kubernetes, Consul, and Docker Compose. Covers installation, middleware, TLS, monitoring, and production hardening.
Supabase 2026: The Open-Source Firebase Alternative Powering 1M+
Complete guide to Supabase: the open-source Firebase alternative with Postgres + pgvector for AI apps. Auth, storage, realtime, edge functions, RAG pipeline integration, self-hosted Docker deployment, and Row Level Security.
SigNoz: The Open-Source APM Replacing Datadog at 10% Cost
Deploy SigNoz in 5 minutes. The open-source APM with distributed tracing, metrics, and logs that replaces Datadog at 10% the cost — built on OpenTelemetry.
ShellCheck: 39,456 GitHub Stars
ShellCheck (SC) is a static analysis tool for bash/sh shell scripts. Integrates with Docker, GitHub Actions, VS Code, and CI/CD pipelines. Covers installation, configuration, CI integration, and production hardening.
Scrapy: Benchmark 61K+ Star Web Crawler
Scrapy is a fast high-level web crawling and scraping framework for Python. Compatible with Python, Docker, Redis, PostgreSQL. Covers benchmarks, architecture, production deployment, and comparison with BeautifulSoup, Selenium, and Playwright.
Puppeteer: 94,300 GitHub Stars
Puppeteer is a Node.js library for headless Chrome and Firefox automation. Supports Docker, GitHub Actions, Jest, Mocha, TypeScript. Covers puppeteer docker setup, production deployment, browser automation tutorial, and CI/CD integration.
Prometheus: 64,094 GitHub Stars — Docker Deployment Guide 2026
Prometheus (Prom) is an open-source monitoring system and time series database. Compatible with Docker, Kubernetes, Grafana, and Alertmanager. Covers installation, PromQL queries, production hardening, and performance benchmarks.
Playwright 2026: The Cross-Browser Automation Tool Testing 3x
Master Playwright 1.51 for cross-browser automation. Chrome, Firefox, WebKit support. Auto-wait, tracing, codegen, and parallel testing. 3x faster than Selenium with complete setup guide.
Plausible Analytics: The Privacy-First Google Analytics
Complete self-hosted setup guide for Plausible Analytics. Privacy-first, GDPR-compliant, <1KB tracking script. 45x faster than Google Analytics. Real benchmarks and Docker deployment.
Outline: The Open-Source Wiki & Knowledge Base Built for
Deploy Outline with Docker in 10 minutes. Build a real-time collaborative wiki for your engineering team with Markdown editor, Slack integration, full-text search, and granular permissions.
NocoDB 2026: The Open-Source Airtable Alternative Turning Any
Deploy NocoDB in 5 minutes with Docker. Turn MySQL, PostgreSQL, or SQLite into a collaborative spreadsheet with auto-generated REST APIs, Kanban boards, and role-based access control.
Netdata: Real-Time Monitoring with 78K+ Stars
Netdata (ND) is a high-performance real-time monitoring agent with per-second metrics and visualization. Compatible with Docker, Kubernetes, Prometheus, and Grafana. Covers netdata tutorial, netdata setup, real time monitoring, netdata vs prometheus, and netdata performance tuning.
Meilisearch: The Lightning-Fast Open-Source Search Engine with
Deploy Meilisearch 1.12 for lightning-fast typo-tolerant search with sub-50ms latency. Docker setup, SDK integrations, production benchmarks, and honest comparison.
LazyDocker: 51,092 GitHub Stars
LazyDocker (LD) is a terminal UI for managing Docker containers, images, volumes, and logs. Compatible with Docker, Docker Compose, Go, and Terminal. Covers installation, keybindings, configuration, and production hardening.
HTTPie: 38,200 GitHub Stars
HTTPie is a modern command-line HTTP client for the API era with JSON support, colors, and sessions. Compatible with Python, pip, Homebrew, Docker. Covers installation, benchmark comparison, production hardening, and FAQ.
Hoppscotch: 79,200 GitHub Stars
Hoppscotch (HOPP) is an open-source API development ecosystem. Docker, GitHub Actions, Node.js, Vue.js compatible. Covers hoppscotch tutorial, self-hosting, CLI automation, and comparison vs alternatives.
Grafana: 74,380 GitHub Stars — Docker Deployment Guide 2026
Grafana is the open-source visualization and analytics platform for monitoring. Covers Prometheus, Loki, InfluxDB, Elasticsearch integration. Includes Docker setup, production hardening, and comparison with Datadog, Kibana, New Relic.
Docmost 2026: The Open-Source Notion Alternative for Real-Time
Complete self-hosting guide for Docmost, the open-source collaborative wiki with real-time editing, Notion-like block editor, nested pages, and PostgreSQL backend. Deploy in 5 minutes.
Docker Compose: 37,393 GitHub Stars
Docker Compose (docker compose) defines and runs multi-container apps with declarative YAML. Compatible with Docker, Traefik, Prometheus, Grafana. Covers install, production hardening, health checks, and vs Kubernetes/Podman/Nomad.
Directus: The Open-Source Headless CMS Powering AI Content
Complete guide to Directus 11.x — the open-source headless CMS with dynamic API generation, content versioning, AI content workflows, and self-hosted Docker deployment. REST and GraphQL API benchmarks.
DevToys: 31,533 GitHub Stars
DevToys is a free, open-source, offline Swiss Army knife for developers. Cross-platform utilities for JSON, Base64, JWT, regex, and 30+ tools on Windows, macOS, and Linux with Smart Detection and CLI support.
Dagger: Programmable CI/CD with 15K+ Stars
Dagger is a programmable CI/CD engine that runs pipelines in containers. Compatible with Docker, Go, Python, TypeScript. Covers Dagger setup, tutorial, vs GitHub Actions, and production hardening.
Colly: 25,302 GitHub Stars
Colly is a fast, elegant scraping framework for Go with 1k+ req/sec throughput. Covers colly tutorial, colly vs scrapy benchmarks, Docker setup, Redis caching, proxy rotation, and production deployment patterns for large-scale data extraction.
Chatwoot 2026: The Open-Source Customer Support Platform with AI
Complete guide to Chatwoot v4 — open-source customer support platform. Self-host with Docker, integrate AI agents, connect multi-channels. Real benchmarks and production setup.
CC Switch Review: The Missing Control Center for AI Coding
CC Switch is an open-source cross-platform desktop app that unifies Claude Code, Codex, Gemini CLI, OpenClaw, OpenCode & Hermes Agent management. 74K+ GitHub stars, Rust+Tauri stack, 50+ provider presets, unified MCP server sync. Full feature breakdown, setup guide, and workflow tips.
Caddy: Production Web Server with 72K+ Stars
Caddy (Caddyserver) is a fast, extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS. Compatible with Docker, Let''s Encrypt, Prometheus, and Grafana. Covers Caddyfile tutorial, Docker setup, production hardening, and monitoring.
BookStack: The Developer-Friendly Documentation Wiki with
A complete guide to installing and running BookStack, the open-source documentation wiki with WYSIWYG + Markdown editing, book/chapter/page structure, and LDAP/SSO support. Self-hosted in under 5 minutes.
bat: Syntax-Highlighting cat Clone with 58K+ Stars
bat is a cat(1) clone with syntax highlighting and Git integration. Compatible with Rust, Git, Homebrew, Cargo. Covers installation, benchmark, configuration, and comparison with cat, less, ccat.
Atuin: 29,794 GitHub Stars — Shell History Sync Setup Guide 2026
Atuin replaces shell history with a SQLite database, records command context (exit code, cwd, duration), and syncs encrypted history across machines. Supports Bash, Zsh, Fish, Nushell. Covers install, self-hosting, config, and Atuin vs mcfly vs fzf vs Hstr.
Appwrite 2026: The Open-Source Firebase Alternative with Auth
Complete guide to Appwrite 1.6 — self-hosted open-source backend with authentication, database, storage, functions, and real-time subscriptions. Docker setup, SDK integration, benchmarks, and production hardening.
aiohttp 2026: Build High-Performance Async Web Scrapers Handling
Master aiohttp 3.11 for high-performance async web scraping in Python. Build scrapers handling 10K+ requests/second with session management, connection pooling, and production deployment.
AFFiNE 2026: The Open-Source Notion+Miro Hybrid for AI-Enhanced
Deploy AFFiNE v0.26.3 as a self-hosted Notion+Miro alternative. Local-first CRDT collaboration, edgeless whiteboard, AI writing assistant, Docker setup in 5 minutes.
Activepieces: The Open-Source Zapier Alternative with 200+ Apps
Deploy Activepieces in 5 minutes. The open-source workflow automation platform with 200+ app integrations, AI actions, and a visual builder — at a fraction of Zapier's cost.
act: 70,410 GitHub Stars
act (nektos/act) is a CLI tool that runs GitHub Actions locally using Docker containers. Compatible with Docker, GitHub Actions, Go, and VS Code. Covers installation, setup, secrets management, runner images, and production hardening.
Terminal & CLI Productivity Tools: tmux, zsh, fzf
Transform your terminal with zsh, tmux, fzf, ripgrep, and modern CLI alternatives. Step-by-step setup guide for macOS and Linux in 2025.
Postman vs Insomnia vs Bruno: Best API Testing Tool in 2025
Compare Postman vs Insomnia vs Bruno in 2025. Find the best API testing tool with pricing, protocol support, Git integration, and migration guides.
Log Monitoring & Observability Tools for Developers
Compare Grafana Loki, ELK, Datadog, New Relic, and open-source observability stacks. Setup guides, pricing, and benchmarks for developer monitoring in 2025.
Infrastructure as Code Tools 2025
Compare the top IaC tools of 2025. In-depth analysis of Terraform, Pulumi, AWS CDK, Crossplane, Puppet, and Ansible with feature comparison tables, pricing, security best practices, and FAQs.
Git Workflow & Team Collaboration: A Developer's Complete Guide
Master Git workflow best practices for teams. Compare GitHub Flow, GitFlow, and trunk-based development with code review tools and collaboration platforms.
Docker Development Environment Best Practices
Master Docker development environment best practices in 2026. Learn dev containers, hot reload, multi-stage builds, and real-world docker-compose setups.
Code Search & Replace Tools: From grep to ripgrep, sd
Explore modern code search tools from grep to ripgrep, fzf, sd, and Sourcegraph. Benchmarks, workflows, and setup guide for developer search in 2025.
Code Quality Tools Guide: ESLint, Prettier, Black, Ruff & More
Set up code quality tools for any language: ESLint, Prettier, Black, Ruff, golangci-lint, and rustfmt. Complete configs, CI integration, and pre-commit hooks.
CI/CD Tools Compared: GitHub Actions vs GitLab CI vs Jenkins in
Compare GitHub Actions, GitLab CI, and Jenkins for 2025. Side-by-side pricing, setup complexity, and feature breakdown to choose the right CI/CD platform.
Best VS Code AI Extensions for Developers in 2025
Discover the best VS Code AI extensions for 2025. Compare GitHub Copilot, Codeium, Tabnine, Cody, and more with pricing, features, and privacy breakdowns.
Best Developer API Gateway Tools 2025
Compare the top API gateway tools for developers in 2025. In-depth analysis of Kong, NGINX Plus, Traefik, Apigee, AWS API Gateway, and Tyk with performance benchmarks, feature tables, and FAQs.
Best Database Management Tools Compared
Compare TablePlus, DBeaver, DataGrip, Beekeeper Studio, and more. Find the best database GUI client for your stack with pricing, features, and benchmarks.
Best API Documentation Generation Tools 2025: Swagger
Compare the best API documentation generation tools of 2025. In-depth analysis of Swagger, Postman Docs, ReadMe, Mintlify, Stoplight, and Redocly with feature comparison tables, pricing, and FAQs.
Scrapling Reviewed: A Faster, Stealthier Take on Python Scraping
Scrapling review: Python stealthy web scraping library. Bypass anti-bot measures, handle dynamic content and scrape at scale with ease.
Scanners-Box: 200+ Cybersecurity Tools Collection for Security
Discover Scanners-Box - a comprehensive collection of 200+ open-source cybersecurity tools for penetration testing, vulnerability scanning, and security research.
Open Design: The Ultimate Local-First AI Design Tool Replacing
Discover Open Design, the open-source local-first alternative to Claude Design with 19 AI skills, 71 design systems, and multi-format export. Build prototypes, slides, videos & more.
Open Codesign: The Open-Source Claude Design Alternative with 6
Discover Open Codesign, the MIT-licensed open-source alternative to Claude Design. Multi-model AI design tool with BYOK, local-first architecture, and instant prototype generation from natural language prompts.
AI Tools Directory 2024: Complete Guide to Best AI Tools | Dibi8
Discover the best AI tools of 2024. Complete directory of 200+ AI tools for writing, image generation, coding, marketing, and more. Free and paid options with detailed reviews.