Built with Claude
MerkxAI companion, memory-first
AI
A companion that remembers.
Merkx is a live AI companion built so memory is the product and conversation is the surface. Claude sits at the memory, response, critique, and personality layers.
CASE STUDIES
Outcomes, not slideware.
Real engagements with engineering teams. Measurable results, the code we shipped, and the failure modes we caught before production saw them.
8 case studies
Read case study
Built with Claude
AuxenSchema to running backend
AI
From schema to running backend.
Auxen turns a database schema into deployable, production-shaped code across eleven frameworks, with Claude drafting the schema and holding the architecture together.
Security
Hardened 47 IAM roles in 11 days.
Series B fintech needed audit-ready IAM before SOC 2. We refactored every role into least-privilege Terraform modules.
Platform
Cut cloud spend 38% in 6 weeks.
Multi-region platform was burning compute. We re-sized the fleet, moved to Graviton, and added a savings plan model that paid back in 21 days.
Architecture
Migrated from Heroku to a cloud platform in 9 weeks.
B2B platform hit Heroku ceilings. We landed them on ECS with managed Postgres, zero downtime, and a runbook the team actually uses.
Security
Closed 12 audit findings before pen-test.
Health-tech client needed to ship the audit. We instrumented CloudTrail, tightened S3, and resolved every critical inside two sprints.
Platform
Shipped CI from 19 to 4 minutes.
DevEx for a 40-engineer team. We rebuilt the pipeline on Buildkite + cached layers and ergonomic local-to-prod parity.
Architecture
Survived 14x traffic on launch day.
Consumer platform pre-launch. We modelled the scaling cliff, sharded the hot table, and stood up read-replicas before TechCrunch published.
YOUR INFRASTRUCTURE, NEXT
Talk to the engineers who would do the work.
30-minute call with a founder. Scope, timeline, and the first risks we see.