Consulting
Bring AI into your software development — deliberately
The engine is only half the story. Getting a team to the point where coding agents ship real, trustworthy work is the harder problem — and it's the one we solve with you. CodyCody consulting helps engineering teams adopt AI across their development process, from first pilot to deterministic, verified workflows running in production.
What we do
From first pilot to production workflows
AI readiness assessment
We map your current development process, tooling and bottlenecks, then pinpoint where coding agents pay off first — and where they don't yet.
Workflow design & rollout
We build the deterministic workflows, instruction files and approval gates around your codebase and standards, then roll them out on your self-hosted engine.
Team enablement
Hands-on training and playbooks so your engineers drive agents with confidence — review, release, migration and bug-fix flows they actually trust.
Ongoing partnership
Retained support to refine workflows, measure impact and keep your AI process improving as models, tools and your codebase evolve.
How we work
A path, not a pitch deck
Assess
We audit how your team ships today and where AI fits, agreeing on the outcomes that matter before touching a single tool.
Pilot
We stand up the engine and a first set of workflows on a real slice of your work, so value shows up in weeks, not quarters.
Roll out
We scale the proven workflows across teams and repos, wiring in approval gates and your coding standards as we go.
Measure
We track what actually changed — cycle time, review load, defect rate — and tune the process against those numbers.
Security
Adopt AI without opening new attack surface
Coding agents read your source, run your shell and act on data they were only meant to observe. That is real risk — prompt injection, data exfiltration, unreviewed changes reaching production. We help you adopt AI so that risk stays contained instead of multiplied.
Keep code on-prem
We design your rollout around the self-hosted, air-gapped engine so source and prompts never leave your infrastructure — no third-party service in the path.
Contain prompt injection
We harden workflows against instructions smuggled in through data the agent reads, keeping the process in the engine's hands rather than the model's.
Gate risky actions
Deployments, migrations and destructive commands sit behind human approval gates, so nothing irreversible ships on an agent's say-so alone.
Audit every run
Hash-verified shell output and replayable run trails give you the evidence trail security and compliance teams ask for.
Ready to put AI to work in your process?
Tell us how your team ships today and what you want to change. We'll come back with a concrete first step — no lock-in, no boilerplate deck.
Email contact@codycody.nl