Capabilities

End-to-end engineering across the product and platform stack.

Six interlocking practices that combine into a single engineering partnership. Engage a single capability to unblock a specific milestone, or compose the full stack into a long-running platform program. Every service is delivered by senior engineers and operated under explicit SLOs.

SVC-01Capability

Full-Stack Product Engineering

End-to-end product code: typed APIs, normalized schemas, transactional flows, accessible interfaces, and shipping-grade CI/CD. We pair product engineers with platform specialists so every feature lands with the observability, telemetry, and rollback paths it needs to survive contact with real users.

TypeScriptReactNode.jsGoPostgreSQLRedis
SVC-02Capability

Distributed Backend Architecture

Service decomposition, event-driven design, and durable messaging built on patterns proven in regulated, high-throughput environments. We model invariants explicitly, codify contracts between services, and put adaptive concurrency, circuit breakers, and bulkheads in front of every dependency.

gRPCKafkaNATSPostgresClickHouseTemporal
SVC-03Capability

Cloud Infrastructure Optimization

Audit, right-size, and re-platform existing cloud footprints across AWS, GCP, and Azure. We pair workload-level profiling with infrastructure-as-code rewrites that lower spend, raise reliability, and turn opaque environments into reproducible, versioned topologies.

TerraformKubernetesAWSGCPAzureCloudflare
SVC-04Capability

Platform & Developer Experience

Internal developer platforms with paved-road service templates, golden CI pipelines, environment provisioning, and self-serve observability. Teams stop yak-shaving infrastructure and start shipping features against guardrails that catch regressions before they reach production.

BackstageArgoGitHub ActionsBufOpenTelemetry
SVC-05Capability

Legacy Modernization

Strangle, refactor, and re-platform legacy monoliths without downtime. We use traffic shadowing, dual writes, and contract testing to migrate workloads incrementally, leaving behind an auditable trail of every behavioral and operational change along the way.

Domain ModelingStrangler FigCDCFeature FlagsContract Tests
SVC-06Capability

24/7 SRE & Operations

Managed reliability with on-call rotations, error budgets, incident response, and continuous chaos drills. We operate the platforms we build — and platforms we inherit — under SLOs negotiated with the business, not made up by engineering in a vacuum.

PrometheusGrafanaOpenTelemetryPagerDutyLoki
Engagement Cycle

A predictable cycle from intake to operation.

Every capability is delivered through the same six-phase cycle. That consistency is what allows us to staff multidisciplinary teams quickly, hand off cleanly, and revisit systems years later with the institutional memory intact.

stackforce/engagement.flowmain
1// engagement :: 6-phase ship cycle
2phase 01 → discover
3 audit · trace · constraint-map
4phase 02 → architect
5 domains · data-flow · topology
6phase 03 → engineer
7 services · schemas · ci hardening
8phase 04 → integrate
9 contracts · buses · gateways
10phase 05 → operate
11 slos · on-call · autoscale
12phase 06 → evolve
13 refactor · capacity · feedback
01phase

Discover

System audit, telemetry capture, constraint mapping.

02phase

Architect

Domain decomposition, data flow, infra blueprinting.

03phase

Engineer

Service authoring, schema migrations, CI hardening.

04phase

Integrate

Cross-stack contracts, event buses, gateway wiring.

05phase

Operate

Observability, SLOs, autoscaling, on-call rotation.

06phase

Evolve

Feedback loops, refactors, capacity rebalancing.

Backend Cluster Topologyregion: multi-az
Edge / CDNAPI GatewayAuth ServiceService AService BQueue / BusDatastore
Operational Posture

Every service runs on a cluster we would be proud to operate.

Whether we are greenfielding a platform or modernizing a decade-old monolith, the output is a topology we are willing to put our own pagers behind. That standard — operability as a first-class acceptance criterion — separates the systems we ship from the architecture diagrams that decorate other proposals.

POST /api/projects/ingest

Full-Stack Project Ingestion

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Payloads encrypted in transit · response < 1 business day