Artiforge vs Sonars (2026)

Artiforge

https://artiforge.ai

Artiforge is an AI-powered tool that enhances code generation by providing context to AI coding agents. --- Site Content --- Features Pricing Blog Docs Community Sign in Open main menu Features Pricing Blog Docs Community Sign in Open main menu 30 spec files in. Broken code out. You're manually rebuilding context that already exists in your codebase. Artiforge is an MCP server that reads the source of truth directly and provides your AI tools with the full context they need to generate production-ready code Start 14 days free trial Book a Demo ✓ 100+ Active Developers ✓ 40% Faster Code Reviews ✓ 4x Faster Feature Delivery Works with: Your AI Coding Tools Are Working Blind You invested in Cursor, Copilot, or other AI coding assistants. Your developers use them daily. But there's a frustrating pattern: the AI generates code that technically works but doesn't fit your architecture. Every PR requires extensive rewrites. Your senior devs spend hours explaining patterns that should be obvious. The Hidden Costs 40% of AI-generated code gets rewritten during code review • Senior developers bottlenecked explaining context to juniors • Inconsistent coding patterns across your codebase • Technical debt accumulates from "quick fixes" that don't follow conventions Why This Happens Current AI tools see only fragments: the open file, a few imports, generic training data. They're missing the 99% of context that makes code actually fit your project. ✗ No awareness of your architectural decisions ✗ Can't see your naming conventions or patterns ✗ Doesn't know about recent refactors or changes ✗ Zero context about your team's standards "The problem isn't your AI. It's that your AI is coding blindfolded." Give Your AI the Full Picture with Artiforge MCP Artiforge is a Model Context Protocol (MCP) server that connects your AI coding tools to your entire codebase context. It automatically feeds your AI the architectural patterns, naming conventions, recent changes, and project structure it needs to generate code that fits perfectly, the first time. Context-Aware Code Generation Artiforge indexes your entire repository: file structures, dependencies, code patterns, and conventions. When your developers prompt the AI, it sees the complete picture, not just the current file. Works With Your Existing Stack No migration required. Artiforge integrates with Cursor, Windsurf, VS Code, GitHub Copilot, and any IDE with MCP support. Your team keeps their preferred tools—we just make them smarter. Built for Teams, Not Just Individuals Shared context across your development team. When one developer establishes a pattern, the AI suggests it to everyone. Consistent code quality without endless documentation. Measurable ROI Teams using Artiforge report: 40% reduction in code review time, 60% fewer "AI rewrites," and 4x faster feature delivery. At €25/developer/month, it pays for itself in the first week. Three Tools That Transform How Your Team Codes with AI Everything your development team needs to build, document, and optimize with AI that truly understands your codebase. Perfect for: New features, refactoring, complex implementations ⚡ Build Complete Features from Simple Prompts Orchestration Engine Instead of feeding code snippets manually, Artiforge's orchestrator automatically selects relevant context: related classes, project conventions, recent changes, and dependencies. ✅ Related functions and classes ✅ Project-specific conventions ✅ Code rules and architecture patterns ✅ Recent changes on the codebase The AI generates code that integrates seamlessly with your existing architecture. Explore docs Perfect for: API docs, onboarding guides, internal wikis 📚 Auto-Generate Technical Docs from Your Codebase Agent Documentation Generator Create comprehensive API references, integration guides, and architecture documentation automatically. Keep documentation in sync with code changes. ✅ Create detailed API references ✅ Generate onboarding guides ✅ Maintain internal wikis automatically ✅ Reduce "documentation debt" that slows down onboarding Explore docs Perfect for: Security audits, tech debt assessment, pre-merge checks 🔍 AI-Powered Code Analysis for Your Team Code Scanner Identify security vulnerabilities, code smells, and optimization opportunities across your entire codebase. Proactive detection before issues reach production. ✅ Identify security vulnerabilities ✅ Find code smells and anti-patterns ✅ Discover optimization opportunities ✅ Consistent quality standards without manual review overhead Explore docs Ready to supercharge your team's development workflow? Book a Demo View Documentation ✨ Trusted by Development Teams Development Teams Ship Faster with Artiforge See how software companies and development teams are transforming their AI-assisted development workflow. 40% Reduction in Code Review Time 100+ Developers Using Daily 4x Faster Feature Release “ By orchestrating Claude Sonnet 4.5 with Artiforge, I built a register-based VM for SedaiBasic in a single 9-hour session, a task that typically requires 4 to 6 weeks. The results are undeniable: the Sieve of Eratosthenes benchmark dropped from 142ms to ≤ 20ms. The development speed was so intense that I had to analyze the progress ex post just to fully grasp how much we had achieved. MC Maurizio Cammalleri System Architect EC Eugenio Ciaglia Lead Developer · Freelance Finally, an AI tool that gets our codebase. No more explaining our architecture every single prompt. LC Lidia Corradi Senior Engineer · SaaS Startup The orchestrator is magic. I describe a feature in plain English, and it generates code that actually fits our patterns. DT David Thompson VP Engineering · Fintech Company We onboarded a junior developer last month. With Artiforge, their AI-generated code matched our standards from day one. AC Alessio Calabrese Mid Developer · Freelance Fantastic tool, really speeds up my team's workflow and the integration with AI models is top-notch. Highly recommend to any development team! SM Sofia Martinez Full Stack Developer · E-commerce Platform The modular design is brilliant. Orchestrator is a lifesaver for managing complex workflows. No context loss here! JW James Wilson CTO · Stealth Startup Really impressed with the performance and reliability. The team behind this toolkit is clearly dedicated to providing enterprise-grade tooling. Invest in Better Code Generation, Not More Debugging 💡 The Math is Simple If Artiforge saves you just 30 minutes per day in reduced context-switching and fewer code rewrites, that's 10+ hours per month of recovered productivity. With plans starting at €9/month, Artiforge pays for itself within the first day of use. Individual Developer Team / Enterprise NEW Monthly Annual Save two months! All your annual credits upfront! NEW 👥 Team For development teams of 3+ members. €25 / seat / month 600 Credits per seat Shared context across team Admin dashboard & usage analytics Priority chat support All tools included Volume discounts Book a Demo 🏢 Enterprise For teams of 30+ with custom needs. Custom Pricing Everything in Team On-Premise Installation Dedicated success manager Custom onboarding & training SLA & security review Custom integrations Contact Sales The free trial gives you 15 days of full access to all Artiforge tools and 80 credits No credit card required to start. No credit card required Setup in under 5 minutes Cancel anytime Credits roll over monthly VAT may be applicable depending on your location. Questions Decision-Makers Ask Before Rolling Out Artiforge Everything you need to know about deploying Artiforge for your development team. How is this different from just using Cursor or Copilot? What's the ROI for a team of 5-10 developers? Is our code secure? Where does the context go? How long does it take to onboard a team? What if we're already using multiple IDEs across the team? Can we try it before committing? How does the credit system work? Do unused credits roll over? Is there an Enterprise plan available? Still have questions? Contact Support Book a Demo Ready to Stop Rewriting AI-Generated Code? Join 100+ developers who've upgraded their AI coding workflow. Give your team's AI assistants the context they need to generate production-ready code from the first prompt. Book a Demo with Our Team Try Free for 15 Days Read the Documentation No credit card required Setup in under 5 minutes Cancel anytime Works with your existing AI tools Artiforge Context-Aware AI Coding for Teams That Ship. Give your dev team's AI assistants the full codebase context they need. Navigation Home Features Pricing Blog Advocates Resources Privacy Policy Terms of Service Connect [email protected] Follow Us © 2026 Artiforge . All rights reserved. Context-Aware AI Coding for Teams That Ship

Sonars

https://sonars.dev

Sonars develops agentic coding tools. --- Site Content --- Sonars Features Core Features Git Worktrees Safe, isolated AI development Terminal Full PTY with AI awareness Diff Viewer Review changes visually Workspaces Multiple agents in parallel Extended Thinking Deep AI reasoning Collaboration Share Conversations Share AI sessions beautifully Activity Insights AI-powered summaries Pro Workspace Switcher Lightning-fast switching Grid View See all workspaces at once AI Triggers Automate your workflow Pro Solutions By Role Founders Build like a team of six Solo Developers Ship side projects faster Teams Parallel development at scale Startups Move fast, stay organized Open Source Contribute to multiple repos Use Cases Building MVPs From idea to launch, fast Refactoring Modernize legacy code safely Bug Fixing Debug multiple issues at once Adding Features Ship new functionality in parallel Pricing Blog Login Download 100% AI-powered development Build features in parallel. All at once. Multiple AI agents working simultaneously—each in its own git worktree , each building a different feature. Keep using VS Code, Zed, or whatever you love. Download for free See how it works Built with Claude Code AI-powered coding GitHub Deep integration Git Worktrees Isolated workspaces Native Rust Fast & efficient Sonars is built on Sonars · Bring your own API key · No markup · Full control Built for real work Not another autocomplete. Sonars gives you autonomous agents that understand your entire codebase and work in parallel. Parallel AI Workspaces Spawn multiple agents working on different features simultaneously. Each runs in its own isolated environment—no conflicts, no waiting. Unlike traditional AI assistants that work on one thing at a time, Sonars lets you parallelize your entire workflow. Build authentication while another agent handles the payment system, and a third works on your dashboard—all at once. auth-system payment-flow dashboard-ui +2 Safe by Design Every agent works in its own git worktree. Your main branch stays untouched until you review and merge. Git worktrees are a native Git feature that creates isolated working directories. Each AI agent gets its own worktree, so experiments can't break your main code. Review changes in the diff viewer, then merge when you're happy. Full Codebase Context AI that reads your entire repo. Makes architectural decisions, not just line completions. Claude understands your project structure, coding patterns, and dependencies. It can navigate between files, understand how components connect, and make changes that fit your existing architecture—not just autocomplete the current line. Native Performance Built in Rust. Instant startup, buttery animations, handles massive codebases. No Electron bloat. Sonars is a native app built with Rust and modern GPU rendering. It starts instantly, uses minimal memory, and stays responsive even with huge monorepos. Your laptop fans will thank you. Extended Thinking Let Claude think longer on hard problems. Deep reasoning for complex architecture. Some problems need more thought. Extended thinking mode lets Claude take its time to reason through complex architectural decisions, debug tricky issues, or plan multi-step implementations. Watch the thinking process unfold in real-time. Deep GitHub Integration Sonars connects directly to GitHub—fetch issues, create branches, open PRs. Your AI agents work with your existing workflow, not around it. Issues to code Pick an issue, spawn an agent. Auto PR creation Open PRs with linked issues. PR status See CI status at a glance. Any repository Public or private repos. From issue to implementation Browse your GitHub issues directly in Sonars. Select one, and an AI agent will read the issue description, comments, and related code to understand the full context before starting work. No copy-pasting, no context switching. One click to pull request Once the agent finishes, it can create a pull request with a clear description of what changed and why. The PR automatically links back to the original issue, keeping your project organized and your git history clean. Stay on top of your PRs Track all your open pull requests without leaving the app. See CI status, check counts, and quickly jump to any PR that needs attention. Your GitHub workflow, integrated. Your code stays yours Connect any GitHub repository—public or private. Your code is cloned locally and never leaves your machine. We only store the metadata needed for sync across devices. Full control, zero compromise. Sign in with GitHub to get started. We only request the permissions we need. How it works From idea to PR in three steps 1 Open your project Point Sonars at any git repository. It indexes your codebase instantly. 2 Spawn workspaces Create multiple AI agents. Each one gets its own branch and workspace. 3 Ship in parallel Review diffs, merge changes. Ship multiple features at once. Start building today Free forever. Bring your own Claude API key. Download for macOS Windows Linux Sonars Build in parallel. Product Features Download Pricing Resources Blog Dashboard © 2026 Sonars