The Codv Advantage
Intelligence,engineeredinto every build.
AI isn’t a feature we add. It’s the workflow we run. Every Codv project is directed by senior engineers who command fleets of specialized agents — research, design, code, review — so human creativity spends its time where it’s irreplaceable.
Avg. delivery acceleration: 3.2×
The Loop
From brief to build, on rails
Four phases, one continuous loop. Agents do the volume; humans do the judgment.
P01
Listen
Workshop transcripts feed research agents. Market scans, competitor teardowns, and user stories return in hours — not weeks.
P02
Imagine
Designers explore with generative moodboards and instant prototypes. Taste is human; volume is machine.
P03
Build
Engineers pair with coding agents in the Codv console. Boilerplate evaporates; architecture decisions stay human.
P04
Prove
Autonomous QA, eval harnesses, and synthetic user sessions hammer every build before you see it.
discovery-brief.md
3 agents activeTarget segment: mid-market fintech ops teams
Competitor teardown: 4 products mapped, 11 gaps found
27 user stories clustered into 6 epics
Risk scan: SOC2 requirements flagged for sprint 2
Compiled by SCOUT in 3h 12m
moodboard — exploring 3 directions
MAVEN generating128 directions explored — 3 shortlisted by humans
codv-console — sprint 4
FORGE pair active+export function CheckoutModule() {
+ const session = await stripe.checkout()
− legacyCheckoutHandler()
+ return <PaymentFlow session={session} />
+}
Prompt Tokens: 1,204
Run tests ✓eval-harness — release candidate
SENTRY clear142 tests passed
0 critical
61 synthetic sessions replayed
The Engine Room
The stack behind the speed
Agent Fleet
Specialized agents, orchestrated per project.
SCOUT
Research
MAVEN
Design
FORGE
Code
SENTRY
QA
SCRIBE
Docs
PILOT
DevOps
Avg. delivery acceleration
Measured across our last 20 engagements vs. traditional agency timelines.
Human override
- Every agent output reviewed by a senior engineer
- Architecture & taste decisions: humans only
- Your data never trains external models
Speed means nothing without control — a senior hand stays on the wheel.
Live loop — Sprint 4
FORGE: scaffolded checkout module (412 LOC)
SENTRY: 38 tests green, 1 edge flagged
HUMAN: approved, shipping to staging
FORGE: cherry-picked hotfix to release branch
SENTRY: preview build clean — 0 regressions
Why It Works
Machines accelerate.Humans imagine.
Anyone can rent a model. The difference is direction. Our seniors have shipped for a decade — they know which of a hundred AI drafts has the idea in it. Speed without taste is just faster mediocrity; we built Codv so you’d never have to choose.
- Taste: a decade of shipped products guiding every draft
- Judgment: AI proposes, seniors dispose
- Ownership: clean, documented, yours — no black boxes
“AI gave us leverage. Craft gave us a reason to use it.”
— The Codv Studio Creed
Private by default
Your code & data stay in your cloud
Evaluated, always
Every AI feature ships with an eval suite
Model-agnostic
We route to the best model per task
No lock-in
Standard stacks, clean handover docs
Questions
Asked often, answered straight
Yes — because seniors own the architecture and review every line. You get typed, tested, documented code in mainstream stacks. Most clients' in-house teams extend it within days.
No. Your code and data live in your cloud, never train external models, and every model call routes through audited, enterprise-tier providers.
Research synthesis, boilerplate, test generation, documentation, and design exploration — the 60% of a project that isn't judgment. That's where your 3× comes from.
Everything that matters: product strategy, architecture, interaction taste, and the call on what "good" means. AI proposes; our seniors dispose.
That's a core service — copilots, RAG search, workflow agents, voice. We start with a 2-week AI audit and a working prototype.