Each case study focuses on the business problem, architecture context, constraints, result, and what had to be traded off.
ASTM International · Enterprise engineering enablement
Ad-hoc AI coding → governed Claude Code delivery loop with standards, app KBs, skills, commands, Jira context, and PR review gates.
Enterprise Knowledge Base
30+ min document hunts → sub-10s answers; hybrid RAG + semantic cache cut LLM spend ~60%.
KFC Thailand · Imaginato
Peak-hour monolith failures + inflated EC2 → 5M+ orders/mo, P99 <200ms, ~30% infra reduction.
Qraved Indonesia · Imaginato
PHP monolith with static feeds → serverless discovery on Lambda, DynamoDB, and GraphQL; 3x throughput, +18% CTR and +22% DAU via Amazon Personalize.
ProdigyBuild
ClickOps + slow environments blocking ship → 99.9% availability, 40% AWS cut, envs in minutes.
AppGambit · AWS consulting delivery
15-minute audit lag vs compliance → <5s pipeline, 1M+ req/min, ES search <100ms at billions of rows.
ASTM International
Manual VPC sprawl + quarterly audit pain → standardized IaC, 70% faster setup, findings down 47 → 3.
ProtectOnce · API Security
Monthly PDF scans + post-breach discovery → continuous scanning, <5s detection, CI gates devs actually use.
Multi-Client · Freelance
Combined blind spend cut up to 55%; idle EC2 eliminated; SP coverage from 0% to 78% where it fit.
Multi-Team CI/CD Pipeline
SSH deploys + rollback terror → <10 min pipelines, <30s rollback, deploy-related incidents near zero.
Turing · Amazon IAC RLHF
Valid syntax, dangerous IaC → RLHF + curated patterns; quality 42% → 89%, security violations <5% of gens.