§ VI — TEAMHUMANS · AUGMENTED

Engineers, supported by a
swarm of agents.

Every engagement is led by senior engineers, backed by a network of specialized agents that cover architecture, codegen, review, testing, deployment, SRE, security, compliance, and more.

ACTIVE AGENTS
12
§ I — THE HUMAN BENCH

Partner-led, senior-only.

Humans decide what to build, how it runs, and when to cut scope. Agents let each human operate at the pace of a team.

NV

Nelson Vega

Founder · Chief Solutions Architect
LV

Liuby Vega

Senior Partner
FS

Francisco Suero

Partner · Engineering
§ II — THE SWARM

Specialists, by domain.

Each agent is tuned and sandboxed to a narrow slice of the lifecycle. They don't know everything — they know their domain and when to escalate.

Architecture Agent avatar
01
ACTIVE

Architecture Agent

System design & ADRs

Drafts C4 diagrams, sequence flows, and Architecture Decision Records from a discovery brief. Engineers review, refine, and sign off before implementation begins.

Codegen Agent avatar
02
ACTIVE

Codegen Agent

Scaffolding & implementation

Turns approved designs into typed scaffolds, migrations, and integration glue. Never merges without a human commit; every generated file lands as a proposed patch.

Code Review Agent avatar
03
ACTIVE

Code Review Agent

PR triage & second opinion

Reads every diff for security, performance, and style violations before a human reviewer sees it. Escalates the tough calls, silences the noise.

Test Agent avatar
04
ACTIVE

Test Agent

Coverage & regression

Generates unit, contract, and integration tests from the domain model. Flags gaps in coverage and produces synthetic edge cases the humans forgot.

Deploy Agent avatar
05
ACTIVE

Deploy Agent

Pipelines & rollouts

Builds ephemeral preview environments, drives canary and blue-green rollouts, and coordinates approvals across the change management chain.

SRE Agent avatar
06
ACTIVE

SRE Agent

SLOs & incident triage

Watches SLOs, error budgets, and page-loads. First responder on incidents — collects context, opens the war room, hands to the on-call engineer.

Security Agent avatar
07
ACTIVE

Security Agent

SCA · SAST · secrets

Continuous SBOM, dependency scanning, and secret detection across every branch. Turns findings into ranked tickets, not a wall of red.

Compliance Agent avatar
08
ACTIVE

Compliance Agent

Evidence & audit trail

Maps controls to SOC 2, ISO 27001, HIPAA, GDPR, and PCI evidence continuously. Assembles the audit packet on demand.

Data Engineering Agent avatar
09
ACTIVE

Data Engineering Agent

Pipelines & schemas

Proposes schema migrations, backfills, and dbt models. Sanity-checks lineage and data-quality before it hits the warehouse.

Documentation Agent avatar
10
ACTIVE

Documentation Agent

READMEs, runbooks, changelogs

Keeps every service README, runbook, and changelog current from the source of truth. Docs stop rotting the day the agent is turned on.

FinOps Agent avatar
11
ACTIVE

FinOps Agent

Cost & spend forecasting

Attributes cloud spend to features and pods. Flags regressions before invoicing does. Surfaces reserved-instance and rightsizing candidates monthly.

Research Agent avatar
12
ACTIVE

Research Agent

Discovery & literature

Reads product specs, competitor docs, regulator publications, and open-source RFCs. Delivers a briefing before the partner walks into the room.

§ III — GUARDRAILS

Auditable, always reversible.

GUARDRAIL 01

Human-in-the-loop

No agent executes a destructive change without explicit human approval.

GUARDRAIL 02

Audit trail

Every agent action is logged — prompt, context, output, and the human who approved it.

GUARDRAIL 03

Domain sandbox

Each agent runs with a narrow scope and least-privilege credentials. Never broad access.

GUARDRAIL 04

Reversibility

One-click rollback for any deploy. Schema changes ship with inverse migrations.

GUARDRAIL 05

Auditor-ready evidence

The evidence packet assembles itself. Auditors see the same view the team does.

GUARDRAIL 06

No customer data in models

Agents operate on metadata and synthetic examples, never on live customer data.

Season