Services

AI-native engineering for products that scale

From LLM integrations and backend platforms to SaaS delivery and cloud operations—we partner with teams that need senior execution, not slide decks.

Edge · API · Data · Events

Engagement highlights

AI integrations with evals, guardrails, and cost controls
Go & TypeScript APIs with clear SLIs and observability
AWS, Kubernetes, and GitOps-ready delivery pipelines
Multi-tenant SaaS and product engineering on Next.js
Event-driven systems with Kafka and idempotent workers
MVPs scoped to learning goals—with a path to scale

Offerings

Detailed capabilities

Each card expands on how we work—not just what we list on a brochure.

AI integrations

Production-ready AI that automates workflows and creates leverage

We integrate AI where it improves outcomes—not slide decks. Retrieval, evaluation harnesses, and production monitoring are first-class from day one.

Architecture focus

Prompt + tool orchestration with clear boundaries
Offline evals before launch
Latency, quality, and spend budgets in code

Stack emphasis

OpenAIVector storesPythonNext.jsRedis

Backend engineering

Scalable backend systems built to handle growth from day one

We design backends that stay understandable as complexity grows—typed boundaries, explicit failure modes, and observability baked in.

Architecture focus

Service layers with clear invariants
Migrations without drama
Queues and outbox patterns where they earn their keep

Stack emphasis

GoNode.jsPostgreSQLRedisKafka

SaaS development

Product surfaces your customers trust—and your team can ship on

From auth to analytics, we build SaaS surfaces that feel fast and trustworthy—accessible by default and straightforward to extend.

Architecture focus

Composable UI systems
Role-based access and tenant isolation
Usage instrumentation and audit trails

Stack emphasis

Next.jsReactTypeScriptPostgreSQL

Cloud & DevOps

Infrastructure your team can deploy and operate with confidence

We help teams ship infrastructure changes with confidence: reproducible environments, progressive rollouts, and actionable alerts.

Architecture focus

Kubernetes patterns that match team size
Secrets and identity hardening
Cost visibility and autoscaling guardrails

Stack emphasis

AWSKubernetesDockerTerraformGitHub Actions

Automation systems

Reliable automations that remove manual work between your tools

We automate repetitive work between your systems—reliable jobs, integrations, and internal tools that keep teams focused on product.

Architecture focus

Idempotent workers and dead-letter handling
Third-party APIs with rate limits
Operator dashboards for failures and replays

Stack emphasis

GoKafkaPostgreSQLWebhooks

MVP development

Focused MVPs that validate ideas without architecture regret

We partner on MVPs with a clear definition of done: validate the hypothesis, ship a credible v1, and leave a codebase you can grow.

Architecture focus

Scope tied to learning goals
Production-minded defaults from week one
Documented path to scale post-PMF

Stack emphasis

Next.jsGo or Node APIsPostgreSQLAWS or Vercel

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