[ 03 / Services ]

Claude Code & Codex Integration

Leverage the latest Anthropic and OpenAI coding agents to automate complex software lifecycles.

[ Capabilities ]

01
Autonomous Coding
02
Code Review Agents
03
DevOps Automation
[ Overview ]

Claude Code & Codex Integration

Claude Code and OpenAI Codex have changed what one engineer can ship. We integrate them into your software lifecycle so they don't just autocomplete — they own well-scoped tasks end-to-end: writing code, opening PRs, reviewing diffs, running CI, fixing the breakage.

We've shipped multi-agent fleets that autonomously land pull requests across 40+ repositories, code-review agents that catch the bugs your team is too tired to spot at 5pm, and DevOps copilots that triage incidents and draft postmortems while the on-call sleeps.

Engineering velocity isn't a vibe — it's a measurable curve. We make it bend.

[ What you get ]

  • Production integration of Claude Code and / or OpenAI Codex
  • Custom agent harnesses for review, refactor and migration tasks
  • Tool layer wired to your repos, CI and issue tracker
  • Guardrails, audit trail and rollback flow
  • Velocity dashboard: PRs landed, time-to-merge, regression rate
[ Where it shines ]

Where it shines

01

Autonomous PR fleets

Agents that pick up tickets, write the code, open the PR and respond to review.

02

Mass migrations

Codemods at scale — framework upgrades, API renames, monorepo splits.

03

Code review at scale

Always-on reviewers that enforce your conventions and catch real bugs.

04

DevOps & SRE

Incident triage, runbook execution and postmortem drafting on autopilot.

[ Tools & stack ]

Claude Code · OpenAI CodexGitHub · GitLab · Linear · JiraAnthropic / OpenAI APIs · MCPNode · Python · RustOpenTelemetry · Langfuse
[ Frequently asked ]

Frequently asked

01Will the agents touch production code unsupervised?

Only with the guardrails you choose. Default flow is human-reviewed PRs; we've also shipped fully-autonomous fleets behind feature flags and protected branches.

02What about hallucinated code?

Every agent run is gated by your CI plus our regression harness. If it doesn't compile, lint and pass tests, it doesn't open a PR.

03Does this replace our engineers?

It removes the 70% of work they hate so they can spend their time on the 30% that actually moves the product.

[ 01 ]

What we deliver

UltraMVP combines deep model expertise with battle-tested production engineering. Every engagement ships measurable outcomes — not just prototypes — built on a stack that includes Claude Code, OpenAI Codex, and custom Gemma 4 fine-tuned adapters.

  • Autonomous Coding
  • Code Review Agents
  • DevOps Automation
[ 02 ]

How we work

  1. Step 01
    01

    Discovery and technical audit (1 week)

  2. Step 02
    02

    Architecture and model selection

  3. Step 03
    03

    Build, evaluate and harden for production

  4. Step 04
    04

    Deploy with observability and on-going optimization

Ready for the edge?

Leverage the latest Anthropic and OpenAI coding agents to automate complex software lifecycles.

Book a discovery call→
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[ MORE SERVICES ]
Services →
01
Custom AI Development

End-to-end AI products: agents, copilots, RAG systems, and autonomous workflows built for production.

02
Custom Model Training

Fine-tuning Gemma 4, Llama 3 and proprietary architectures on your data for niche domain mastery.

04
Rapid MVP Engineering

From blueprint to production in 4 weeks. High-fidelity AI MVPs built for scale from Day 1.