Services
AI Agents, Platform Development & Fractional AI Architect
We build production AI platforms with agent orchestration, MCP tooling, and RAG pipelines. Security testing is baked into every sprint — not as an afterthought, but as a trust signal that your architecture scales with confidence. One team that architects, builds, and ships.
Pick a lane
Three simple ways to work together
Everything rolls up into one of these: engineering the platform, hardening it, or modernizing what you have for AI. Each path links directly to the focused service pages below.
AI Platform Engineering
Next.js/Astro frontends, RAG pipelines, MCP/agent workflows, and productized AI features that are observable and billable from day one.
AI Security
Prompt-injection testing, RAG retrieval hardening, and multi-tenant security reviews mapped to real controls for investor diligence.
Modernization & Migrations
Drupal, WordPress, and Rails modernization with AI readiness baked in: semantic search, RAG, and observability lined up for the next phase.
AI Platform Development Services
Full-stack AI engineering for startups: agent orchestration, MCP tooling, RAG pipelines, Next.js platforms, and legacy modernization.
AI Security Testing
AI platforms have unique vulnerabilities that standard testing misses. We test for prompt injection, context poisoning, jailbreaks, and RAG security issues . Testing on your actual stack: Next.js/Vercel, Supabase, pgvector, LangChain. Vulnerabilities hide in the integration layers, not just obvious endpoints.
- Prompt injection through file uploads and conversational attacks.
- Context poisoning via vector search manipulation.
- Model extraction and API key leakage in streaming responses.
- Session hijacking in multi-agent handoffs.
- OWASP Top 10 coverage (SQLi, XSS, CSRF, broken auth).
Timeline: 2 weeks for most AI platforms. You get proof-of-concept exploits, remediation code, and follow-up testing. No generic reports-real fixes shipped to your codebase.
Why engineering teams choose CodeWheel
Architecture, code, and quality from one team
Architecture + implementation
You don't get a slide deck handed to juniors. We design the system and ship the code.
Security built in
Prompt-injection defenses, RAG retrieval filters, and guardrails ship with every feature.
Direct access
No account managers. You DM the person making the decisions and fixes.
Prompt Injection Prevention & Detection
Prompt injection is the new SQL injection. We test direct and indirect attacks, multi-turn conversation exploits, function calling hijacks, and system prompt extraction. Detection combines rule-based guards with ML classifiers trained on real attacks.
Outcome: Users get AI that feels instant, resilient, and premium.
Outcome: Your RAG stack becomes a reliable product layer, not a brittle demo.
Outcome: Audit-readiness is a feature, not a rewrite.
Outcome: Monetization launches alongside product and governance.
Extended delivery surfaces
Beyond the core stack, we orchestrate revenue architecture, API orchestration, growth systems, and multi-agent workflows under the same roadmap.
Explore our tools and content
Check out PromptWheel for automated code improvement, read our technical blog, or get in touch to learn more.