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.

Running tools
Thought for 9s
Scanned E:/Demo 22
Analyzed {...} package.json
Thought
I need to continue checking for bugs. Let me read the key files to identify issues.

Live Thought Traces & Tool Loop

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

DevOp Grounding Guard Verified
Disk Writes Verified
SHA-256
AST Compilation
0 Errors
Dev Preview Responsive
HTTP 200

False Completion Interceptor

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

Deep Semantic Retrieval 14ms
find: handleClusterFailover
src/auth/session.ts:84 exact
export const handleClusterFailover = async () => {

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.

AST Symbol Graph 1,420 Modules
AuthRouter.ts
RedisCluster.ts
SessionStore
UserSchema.prisma
TokenVault.ts

Monorepo AST Indexing

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

Local Process Sandbox Exit 0
$ pnpm vitest run test/cluster.spec.ts
✓ PASS test/cluster.spec.ts (18 passed)
Tests: 18 passed • Time: 180ms • Memory: 42MB

Isolated Local Process Sandbox

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

Live Docs Crawler Types
GET docs.cloudflare.com/kv/namespaces
kv.types.d.ts 12 schemas
export interface KVNamespace { put(): Promise<void>; }

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.

blueprint.md • Distributed Auth Plan
Analyze Prisma schema & relationships
Execute Vitest integration test suite
Verify live browser preview & commit

Architectural Planning Mode

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

Terminal Self-Healing Auto-Fix
✗ TokenExpiredError: jwt expired at verify()
⚡ DevOp Auto-Patch: updated session clock drift
✓ PASS auth.spec.ts (18/18 tests green)

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 AST Refactor 14 Files
// Deprecated Callback -> Async Generator
- fs.readFile(path, (err, data) => handle(data));
+ for await (const chunk of fs.createReadStream(path)) {
+ yield handle(chunk);
+ }

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) 4 Active
PostgreSQL & Supabase MCP Connected
supabase.execute_sql("SELECT * FROM auth_tokens") • 18ms
GitHub & Cloudflare MCP 18 tools
pull_requests, d1_databases, kv_storage

Model Context Protocol (MCP)

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

Intelligence Router BYOK
Frontier Cloud Reasoning API Keys
Claude Opus 5, GPT-5.6 Sol, DeepSeek V4
100% Private Local AI (Ollama) Offline
Llama 3.3, Gemma 2 • Fully offline • Zero data leak

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.

.devoprules • Workspace Spec Enforced
[architecture.standards]
strict_clean_architecture = true
forbid_raw_sql_in_routes = true
@supabase @cloudflare @vitest Enforced

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