Technical Articles

Practical guides and system architecture deep-dives based on real-world platform engineering

SecurityJun 20268 min read

Designing a Centralized Identity Gateway for 70+ Microservices

Auth architecture across heterogeneous actors: OIDC, mTLS, SAML, and OPA sidecars

How we structured a unified, four-lane authentication and authorization system to secure service-to-service communication, enterprise SSO, and external API integrations for 70+ distributed microservices.

OAuth2/OIDCmTLSOPAEnvoy+2 more
Database SystemsMay 20266 min read

PostgreSQL Performance Engineering: Reducing CPU on High-Throughput Ledgers

How we tuned a critical transactional ledger to scale from 10K to 500K daily transactions

A practical guide to database tuning. Learn how we resolved replication delays, optimized connection pools, and rewrote locking strategies to scale a critical PostgreSQL instance.

PostgreSQLHikariCPDatabase RoutingReplica Lag+1 more
AI & AutomationApr 20267 min read

Building an Event-Driven Agentic AI Security Investigator

Automating incident triage, clustering, and pull-request creation using Bedrock and vector embeddings

An exploration of Agentic AI. Discover how we built an automated system that monitors security alerts, performs embedding-based root-cause analysis, and auto-generates pull requests.

AWS BedrockAgentic AIEmbeddingsSecurity Operations+1 more
Platform EngineeringMar 20269 min read

Migrating 70+ Microservices to Java 21: Hard Lessons in Dependency Governance

Standardizing Spring Boot 3, virtual threads, Jakarta namespaces, and SAST/DAST pipelines

The logistics of a large-scale framework migration. How we upgraded dozens of active services, resolved Jakarta namespace changes, and achieved significant performance boosts using virtual threads.

Java 21Spring Boot 3Virtual ThreadsPlatform Governance+1 more
ObservabilityFeb 20265 min read

Distributed Tracing: Implementing Context Propagation at Scale

How we tracked transaction paths across asynchronous barriers, queue boundaries, and thread pools

A deep dive into distributed systems logging. Learn how to maintain span context across OpenTelemetry, Kafka messaging boundaries, and custom execution pools.

OpenTelemetryDistributed TracingKafkaContext Propagation+1 more
Fintech & PaymentsJan 20267 min read

Designing an Idempotent Payment Integration for Distributed Systems

Preventing double charges, handling retry loops, and managing distributed ledger consistency

How to design bulletproof payment integrations. We cover unique idempotency keys, dual-write ledger entries, optimistic locking, and handling network timeouts gracefully.

IdempotencyPaymentsFintechDistributed Transactions+2 more
Platform EngineeringDec 20256 min read

Standardizing CI/CD and Artifact Releases across 70+ Services

Implementing repeatable Maven parent POM templates, containerization standards, and security gates

How we standardized builds, containerization, vulnerability scanning (SAST/DAST), and repeatable deployments across multiple engineering teams.

CI/CDDevSecOpsGitHub ActionsDocker+2 more