Services

Database clustering, real-time replication, conflict resolution.

Six disciplines, composed into the practice your platform actually needs. Every engagement is led by a senior architect and grounded in measurable SLOs.

us-easteu-westap-southsa-eastedge-meshdr-warm
Practice

Database clustering

Quorum sets, witness placement, leader election tuning and topology drift detection across Postgres, MySQL, Mongo, Cassandra and CockroachDB.

  • Active-active and active-passive topologies
  • Witness and arbiter placement
  • Cross-AZ and cross-region quorum
  • Capacity and headroom modeling
Practice

Real-time replication

Logical and physical streams with backpressure-aware delivery, schema evolution, and exactly-once semantics where the engine allows it.

  • Logical and physical streams
  • Schema migration pipelines
  • Backpressure & flow control
  • Exactly-once where engine permits
Practice

Conflict resolution

Vector-clock aware change streams, CRDT-backed catalogs, and policy engines that make divergence rare, recoverable, and fully auditable.

  • Vector clocks & causal ordering
  • CRDTs for shared catalogs
  • Last-writer-wins overrides with audit
  • Operator workflows for tie-breaks
Practice

High availability & DR

Tested runbooks, warm standbys and automated promotion with safety interlocks. We rehearse failover on your schedule, not the incident's.

  • Scheduled failover drills
  • Warm standbys per region
  • Automated promotion w/ interlocks
  • Published RPO / RTO contracts
Practice

Migration & modernization

Zero-downtime cutovers from legacy primaries to active-active fabrics, with dual-write verification and rollback safety nets.

  • Dual-write verification
  • Shadow traffic & comparison
  • Backout plans with safety nets
  • Phased cutover orchestration
Practice

24/7 replication SRE

Named architects on call — not a rotating queue. We hold the pager for the replication layer so your application team can hold theirs.

  • Named senior on-call
  • Replication SLOs & error budgets
  • Quarterly architecture reviews
  • Runbook stewardship

Multi-master, observed

A live panel for every region.

Replication is only as good as the observability around it. We ship every cluster with a multi-master panel that tracks commit lag, write throughput and leader state per region, all traceable to the WAL position where divergence began. No screenshot dashboards, no log-spelunking — a single pane your operators can act on.

The panel is wired into your existing SLO stack — Prometheus, Datadog, Grafana, or your own — so on-call engineers see the same numbers we do, with the same alert routes.

Multi-master replication panel

live
us-east-1
lag 8 ms
writes 12.4k/s
leader
eu-west-2
lag 11 ms
writes 9.1k/s
active
ap-south-1
lag 14 ms
writes 7.6k/s
active
sa-east-1
lag 19 ms
writes 4.2k/s
active

Engagement model

How we work with you.

Most engagements follow the same four phases. We can compress or extend any phase, but we will never skip the audit — too many bad decisions start there.

  1. 01

    System audit

    We map your topology, replication paths, and SLOs against reality.

  2. 02

    Target design

    A concrete topology with quorum, conflict policy and DR plan.

  3. 03

    Phased rollout

    Dual-write verification, shadow traffic, and reversible cutovers.

  4. 04

    Operate

    Named on-call architect, quarterly review, and drill cadence.