Studio — we build

We build the pipelines your team runs on.

Autonomous dev pipelines, agent fleets, self-healing systems — shipped to production by the founding team, not slideware. Four archetypes, all running today.

Ticket in. PR out. P50 under 45 minutes.
Error in prod. Fix PR out. Before standup.
Lead lands. Qualified call placed. Under 4 minutes.

$ ws run ticket-to-pr --repo core-api WS-482
→ dev agent · reading brief · repo · 14 prior diffs … ok
→ tester · 38 specs · suite green … ok
PR #482 opened. cycle 42m · awaiting human review

Pipeline 01

Ticket-to-PR

A Jira, ClickUp, or Linear ticket goes in. A dev agent reads the brief, the repo, and prior diffs, writes the code, and opens a PR. A tester agent generates acceptance specs and runs the suite — kicking back with context on failure. A DevOps agent spins a preview env and gates the merge on green.

// installed

markdown brief schemaisolated per-task runnersdiff re-entry loopspend caps · client keyssnapshot step-rewind

42mP50 cycle time. Engineers review PRs instead of writing first drafts.

// ticket → pragent edgereturn / heal

ticket
dev agent
tester
devops

brief · repo · prior diffs

opens PR · specs

✗ fail → diff re-entry

✓ green → preview env · merge gate

Pipeline 02

Post-PR deploy & heal

A PR opens, an ephemeral env spins up, and live tests run — functional, visual regression, smoke. On green, it deploys. Production logs and Sentry stream into a monitor agent that triages new errors, reproduces them, and fixes them in a follow-up PR. The loop closes itself.

// installed

per-PR seeded subdomainbrowser-control live testsdeploy gates · rollbackerror fingerprintingscoped auto-fix loop

↓MTTDRegressions caught and fixed before the next standup.

// deploy → healagent edgereturn / heal

PR
test env
deploy
monitor

ephemeral env · seed data

✓ functional · visual · smoke

deploy · logs + Sentry stream

new error → reproduce → fix PR

Pipeline 03

Autonomous lead qualification

A lead lands — form, ad, referral, inbound chat. A monitor agent enriches and scores it. A voice agent places an outbound call in human-form speech and qualifies budget, timeline, fit, and authority. The summary writes back to the CRM, the lifecycle stage advances, and qualified leads route to a closer. A WhatsApp variant runs the same flow as a threaded conversation.

// installed

unified intake webhooksenrichment + scoringlow-latency voice + TTSCRM write-backWhatsApp Business APIhuman handoff w/ context

<4minEvery lead contacted. Sales time spent on qualified calls.

// lead → callagent edgereturn / heal

lead
enrich
voice / WA
closer

enrich + score

outbound call · WhatsApp thread

qualified → route · CRM sync

not-fit → nurture

Pipeline 04

Autonomous ops support

A customer-facing agent that performs real support actions — cancel an order, update an address, refund a transaction, change a profile, onboard a partner — over chat, WhatsApp, or voice. Every action is typed, auditable, and idempotent. On policy ambiguity, it escalates to a human with the full conversation in hand.

// installed

typed action schemaidempotent API callspermission boundariespolicy + tone evalsreversible audit log

secsResolution on common actions: hours → seconds. Tier-1 volume drops sharply.

// ask → actagent edgereturn / heal

customer
agent
internal APIs
human

chat · WhatsApp · voice

cancel · refund · update

result + audit log

policy ambiguity → escalate

Engagement models

01 · scoped

Pipeline Build

One archetype, end-to-end, in your stack. Fixed scope, delivery guarantee*.

One archetype, production-readyRuns on your infra & model keysHandover to your engineers

Request scope & pricing

02 · orchestrated

Pipeline Fleet

Multiple archetypes orchestrated together — a system of pipelines, supervised as one. Longer engagement.

2+ archetypes, shared eval spineCross-pipeline orchestrationFounder-led, senior-only

Request scope & pricing

03 · bespoke

Custom

Your shape. We scope it together — a pipeline that doesn't fit the four archetypes, built from the same primitives.

Scoped collaborativelyBuilt on proven primitivesSame eval & audit discipline

Request scope & pricing

Pricing is not published. Every build is scoped to your stack and risk surface — request scope & pricing.
* Delivery guarantee subject to scope alignment, client availability, and codebase access. Full terms shared with every proposal.

Selected work

All case studies

Studio

142/wk

Overnight ticket throughput, no human in the loop.

Ticket-to-PR · fintech eng · India

Studio

<4min

From inbound lead to qualified call.

Lead qualification · B2B SaaS · APAC

Studio

−72%