Symbiotic for CTOs
AI coding at scale, without the disruption.
Your engineers keep the agentic workflow they already use, while your CISO gets enforced policies and an audit trail. Budgets and consumption policies keep AI spend where finance wants it, on the models and cloud you choose.
What engineering gets from a harness that secures code at the source
0hrs
Saved per developer every month by removing all security friction
0%
Average AI cost reduction thanks to our auto-routing system
0min
For a Claude Code user to be productive on Symbiotic Code
01
Keep the workflow you already have
Same interface, prompts, plans, and diffs. Your CLAUDE.md, skills, and MCP servers carry over as they are.
02
Clean code on the first pass
Your policies apply before the agent writes a line, and every fix is re-scanned and tested before it hands back.
03
Fewer review loops
Fewer findings land in your pull requests, so engineers and reviewers spend less time on rework.
04
Fix and learn without leaving the editor
Real-time remediation on hand-written code, with just-in-time exercises matched to the vulnerability in front of you.
05
Agents in parallel
Run several sessions on the same project at once, each with its own task and context.
06
27 hours back per developer, every month
Code comes back verified, so the PR doesn't go through rework and a third review.
Your code stays yours
You decide what leaves your environment. Run Symbiotic Code on our cloud, on yours, or on-prem, where nothing leaves at all.
In privacy mode, no code is stored anywhere. Detection runs on your side, prompts are redacted before any model call, and findings contain no code snippets. Every cloud call runs under zero data retention.
Adoption your engineers won't push back on
Plans, diffs, subagents, MCP servers, and existing CLAUDE.md files work as they do today. The harness adds your security policy and verification before any code reaches your engineers.
The same workflow
A Claude Code user is productive in minutes, without retraining.
Secure code on the first pass
Policies apply before the agent writes, so vulnerabilities don't land in the backlog.
Spend you control
Model routing, budgets, and consumption policies that cap AI spend where you decide.
An agent you can audit
The agent runs in a sandbox under network and command policies, and every action it takes is logged.
Built for the whole team
See how Symbiotic Code works for the rest of your team.
Access the models you love, keep your costs down with turn-by-turn smart routing, and bring your own LLM for privacy
Questions & answers
Will this slow my developers down?
The opposite. In practice, security runs at generation time, so code arrives clean on the first pass: fewer review loops, no scan-fix-regenerate cycle, no rework tickets.
What's the difference between a coding harness and a coding agent?
An agent writes code. A harness runs the agent inside a loop you define: policies applied before generation, verification after, and a sandbox around every action. Symbiotic Code is the harness; the models are whichever you pick.
Does it work on code my team writes by hand?
Yes. The IDE plugin, PR apps, and CI integration scan and fix any code in the repo, not just what the agent produced.
What happens to my CLAUDE.md, skills, and MCP servers?
They carry over as-is. Most developers are productive within a few minutes.
GENERAL
Will this slow my developers down?
The opposite. In practice, security runs at generation time, so code arrives clean on the first pass: fewer review loops, no scan-fix-regenerate cycle, no rework tickets.
What's the difference between a coding harness and a coding agent?
An agent writes code. A harness runs the agent inside a loop you define: policies applied before generation, verification after, and a sandbox around every action. Symbiotic Code is the harness; the models are whichever you pick.
Does it work on code my team writes by hand?
Yes. The IDE plugin, PR apps, and CI integration scan and fix any code in the repo, not just what the agent produced.
What happens to my CLAUDE.md, skills, and MCP servers?
They carry over as-is. Most developers are productive within a few minutes.