Services/Service 07

Squads that stay.

Long-running engineering teams that learn your codebase, your customers, and your culture — and stay long enough to compound.

Dedicated Development Teams · reference architecture
live · 110ms p95
INGRESSREASONINGACTIONAPI GatewayREST · gRPC · WebSocketIdentity / RBACOIDC · SCIM · Audit logData LakeS3 · Snowflake · KafkaVector Indexpgvector · PineconePlannerSlow · DeliberateMemoryEpisodic · SemanticExecutorFast · DeterministicTool Registry14 typed toolsGuardrailsPolicy · ApprovalsExternal APIsCRM · ERP · StripeObservabilityTraces · Replay · Evals
Latency
110ms
Throughput
42k req/min
Eval score
0.94
Cost / 1k
$0.12
The problem

Engineers without context are expensive.

High-churn outsourcing erases its own value. Every rotation resets institutional knowledge to zero.

Constant onboarding tax
No accumulated product context
Misaligned incentives — hours, not outcomes
Quality regresses with every turnover
Our approach

Stable squads. Real ownership.

We staff long-running squads with sub-5% annual churn, full code ownership, and shared on-call.
Sub-5% churn

Engineers stay 3+ years on average.

Code ownership

Squads own services end-to-end, including on-call.

Outcome contracts

Quarterly OKRs, not hours billed.

Cultural fit

We interview for alignment, not just skills.

Process

From kickoff to production,
in the open.

  1. 01

    Squad scoping

    Headcount, roles, and time zones.

  2. 02

    Selective hiring

    You interview the final candidates.

  3. 03

    Integration

    4-week onboarding inside your org.

  4. 04

    Long-term ops

    Quarterly business reviews, continuous improvement.

Tech stack

The tools we reach
for first.

Roles
  • Backend
  • Frontend
  • Mobile
  • Data
  • SRE
  • QA
Seniority
  • Staff
  • Senior
  • Mid
  • Junior (on request)
Benefits

What you get when this lands.

Compounding context

Squads get faster the longer they stay.

Predictable cost

Flat monthly billing.

Skip recruiting

Headcount in weeks.

Recent work

A real engagement
in this shape.

Nuvo Payments · Fintech

A new fraud-detection platform, deployed in 14 weeks.

We rebuilt Nuvo’s fraud platform around a real-time agentic decision engine — cutting false positives by 64% while accelerating settlement.

−64%
False positives
110ms
Decision latency
$8.4M
Annual savings
Read the case study
Nuvo Payments · agent
v2026.5
Run trace · #ag_28f1
running
plan.invoke
34ms
tool.search_kb
212ms
tool.fetch_user
88ms
guardrail.policy
12ms
tool.send_email
Eval score
0.94
Cost / run
$0.012
Approvals
3 / 3
Model
claude-sonnet-4-6
Questions

Things people
usually ask.

12 months. Squads need that long to compound.

Related

Services that
often pair with this.

Let’s scope what this looks like for you.

A 30-minute technical conversation. No slides, no salespeople.