Autonomous AI Coding Agents

Monorepo AST indexing, terminal self-healing, and grounded verification built for production software engineering.

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Next-Generation Agent Architecture

Engineered for complex software development. DevOp streams live thought traces, intercepts false completions, and performs deep semantic retrieval.

Live Thought Traces & Tool Loop — illustrative DevOp UI Live Thought Traces & Tool Loop — illustrative DevOp UI

Live Thought Traces & Tool Loop

Follow the agent's real-time reasoning stream, file scans, AST mutations, and tool invocations directly within your workflow.

False Completion Interceptor — illustrative DevOp UI False Completion Interceptor — illustrative DevOp UI

False Completion Interceptor

Eliminates agent hallucination. DevOp verifies physical disk writes, compiles ASTs, and checks live previews before marking any task complete.

Deep Semantic Codebase Retrieval — illustrative DevOp UI Deep Semantic Codebase Retrieval — illustrative DevOp UI

Deep Semantic Codebase Retrieval

Combines sub-millisecond ripgrep search with local embeddings to pinpoint symbols, interfaces, and call graphs across massive codebases.

Deep Monorepo Intelligence

DevOp maps your entire repository structure, symbols, and cross-file dependencies before writing a single line.

Monorepo AST Indexing — illustrative DevOp UI Monorepo AST Indexing — illustrative DevOp UI

Monorepo AST Indexing

Maintains a real-time semantic dependency graph and symbol map across millions of lines of code with zero cloud telemetry leaks.

Isolated Local Process Sandbox — illustrative DevOp UI Isolated Local Process Sandbox — illustrative DevOp UI

Isolated Local Process Sandbox

Executes background bash processes, test runners, and build tools directly on your machine with zero cloud latency or security risk.

Autonomous Web & Live Docs — illustrative DevOp UI Autonomous Web & Live Docs — illustrative DevOp UI

Autonomous Web & Live Docs

Supply any documentation URL or API spec. DevOp autonomously crawls, extracts TypeScript interfaces, and caches patterns locally.

From Blueprint to Production

DevOp supports every phase of the software engineering lifecycle with autonomous rigor.

Architectural Planning Mode — illustrative DevOp UI Architectural Planning Mode — illustrative DevOp UI

Architectural Planning Mode

Generates structured markdown blueprints detailing file targets, AST impacts, and rollback plans before running any write tools.

Terminal Self-Healing Loop — illustrative DevOp UI Terminal Self-Healing Loop — illustrative DevOp UI

Terminal Self-Healing Loop

When tests or builds fail, DevOp reads the exact terminal stack trace, edits the offending lines, and re-executes tests to pass.

Systematic Monorepo Refactor — illustrative DevOp UI Systematic Monorepo Refactor — illustrative DevOp UI

Systematic Monorepo Refactor

Safely deprecate legacy APIs, upgrade major dependencies, and propagate breaking changes across hundreds of call sites atomically.

True Agentic Power & Extensibility

DevOp gives you total control. Connect live databases via MCP, choose frontier reasoning or private offline LLMs, and enforce team rules.

Model Context Protocol (MCP) — illustrative DevOp UI Model Context Protocol (MCP) — illustrative DevOp UI

Model Context Protocol (MCP)

Connect DevOp agents to PostgreSQL, Supabase, Redis, GitHub, and custom stdio/SSE tools with instant schema discovery.

Frontier Models & 100% Private Local LLMs — illustrative DevOp UI Frontier Models & 100% Private Local LLMs — illustrative DevOp UI

Frontier Models & 100% Private Local LLMs

Switch seamlessly between Claude Opus 5, GPT-5.6 Sol, Gemini 3.1 Pro, Kimi K3, DeepSeek V4.1 Flash, or run offline via Ollama with zero token cost.

Custom Skills & .devoprules — illustrative DevOp UI Custom Skills & .devoprules — illustrative DevOp UI

Custom Skills & .devoprules

Enforce architectural standards, repository conventions, and team workflows using project-level rules and modular skills.

DevOp Agent vs. Other Code Editors

How DevOp's autonomous engine, built-in verification, and open architecture compare to standard editors.

Capability DevOp Agent Other Code Editors
Verified File Edits
No fake completion claims
✓ Intercepts fake claims; physically verifies disk changes before marking tasks complete ✗ Often claims "I updated your files" in chat without actually touching the disk
Self-Healing Terminal
Automated build & test fixes
✓ Detects broken builds or failed tests, writes the fix, and re-tests until green ~ Requires manually copying and pasting error messages back into the chat
Effort Meter
Anti-bloat & simplicity
✓ Built-in Effort Meter enforces minimal code and native features over bloat ✗ Generates heavy boilerplate and unneeded dependencies with no simplicity guard
Multi-File AST Refactoring
Safe cross-file mutations
✓ Syntax-aware AST mutations across multiple files with zero broken imports ~ Naive text search-and-replace that easily breaks imports across files
0% Markup BYOK & Offline AI
Cost control & local privacy
✓ Bring your own API keys at 0% markup, or run 100% offline with Ollama for $0 ✗ Expensive marked-up credit bundles with zero offline or local LLM options
Transparent Thought Traces
Real-time reasoning stream
✓ Real-time collapsible reasoning stream with 1-click jumps directly to code lines ~ Opaque black-box responses with no real-time reasoning breakdown
Open MCP & Team Rules
Direct tool & DB access
✓ Native MCP connectors for databases and APIs + custom team rules (.devoprules) ~ Proprietary extensions or limited to vendor-locked cloud integrations