Research & playbooks
for shipping AI in Asia.
Frameworks we use in client engagements, plus original research on AI adoption across the markets we operate in. No hype, no rehashed Western reports.
APAC Local Development Environment Guide 2026: Dev Containers, Tilt, and Telepresence for Kubernetes-Native Inner Loop
A practitioner guide for APAC platform and engineering teams improving the Kubernetes inner development loop in 2026 — covering Dev Containers for standardizing APAC development environments as code with VS Code and GitHub Codespaces, Tilt for live file sync and hot reload reducing APAC Kubernetes iteration from 75 seconds to 3 seconds, and Telepresence for developing one APAC service locally against real staging cluster dependencies without running all APAC services locally.
APAC Edge Compute and Serverless Guide 2026: Cloudflare Workers, Deno Deploy, and Fly.io for Global Application Delivery
A practitioner guide for APAC platform and engineering teams selecting edge compute and serverless infrastructure in 2026 — covering Cloudflare Workers for sub-millisecond APAC edge logic and authentication at Singapore, Tokyo, Seoul, and Sydney PoPs, Deno Deploy for TypeScript-native serverless without build toolchain complexity, and Fly.io for Docker container deployment with persistent volumes at APAC regional datacenters for full-stack applications and stateful workloads.
APAC Contract Testing and Service Virtualization Guide 2026: Pact, WireMock, and Mockoon for Microservices Quality Engineering
A practitioner guide for APAC microservices engineering teams implementing contract testing and service virtualization in 2026 — covering Pact for consumer-driven contract testing between APAC services with Pact Broker and can-i-deploy gates, WireMock for HTTP service virtualization of APAC payment gateways and banking APIs in CI/CD Docker environments, and Mockoon for APAC frontend developer API mocking against OpenAPI specifications.
APAC Feature Flag Guide 2026: OpenFeature, Flagsmith, and Unleash for Safe APAC Software Delivery
A practitioner guide for APAC platform and engineering teams implementing feature flagging infrastructure in 2026 — covering OpenFeature as the CNCF vendor-neutral standard for decoupling flag evaluation from backend providers, Flagsmith for self-hosted Kubernetes feature flagging with APAC data sovereignty, and Unleash for enterprise-grade feature flags with activation strategy composition, audit logging, and environment management for APAC regulated industries.
APAC API Testing Guide 2026: Hoppscotch, Bruno, and k6 for Developer-First API Quality Engineering
A practitioner guide for APAC backend and platform engineering teams building API testing workflows in 2026 — covering Hoppscotch for browser-native REST and GraphQL API exploration with self-hosted APAC deployment, Bruno for git-native offline API collections version-controlled alongside application code in APAC repositories, and k6 for JavaScript-scripted load testing with Prometheus and Grafana integration for APAC pre-release performance validation.
APAC Database Schema Migration Guide 2026: Flyway, Liquibase, and Atlas for DevOps-Native Database Change Management
A practitioner guide for APAC DevOps and platform engineering teams selecting database schema migration tooling in 2026 — covering Flyway for SQL-first numbered migration files in CI/CD pipelines, Liquibase for XML/YAML changeset compliance workflows with automatic rollback generation, and Atlas for declarative schema-as-code with automated SQL generation and drift detection across APAC PostgreSQL, MySQL, Oracle, and TiDB environments.
APAC Distributed Database Guide 2026: TiDB, CockroachDB, and Valkey for Scalable Data Infrastructure
A practitioner guide for APAC platform and data engineering teams selecting distributed database infrastructure in 2026 — covering TiDB for MySQL-compatible HTAP scale-out with TiFlash analytics, CockroachDB for multi-region PostgreSQL ACID consistency satisfying APAC data residency requirements, and Valkey as the BSD-licensed Redis-compatible in-memory store under Linux Foundation governance for APAC SaaS and platform teams.
APAC Software Supply Chain Security Guide 2026: Checkov, Gitleaks, and TruffleHog for DevSecOps
A practitioner guide for APAC DevSecOps teams implementing software supply chain security in 2026 — covering Checkov for Infrastructure as Code misconfiguration scanning in Terraform and Kubernetes CI/CD, Gitleaks for pre-commit secrets prevention before credentials enter git history, and TruffleHog for comprehensive verified credential discovery across APAC repositories, S3 buckets, and Slack workspaces.
APAC Developer Portal and Workflow Automation Guide 2026: Backstage, Camunda, and Conductor for Platform Engineering
A practitioner guide for APAC platform engineering teams building developer experience and process automation infrastructure in 2026 — covering Backstage for internal developer portals with software catalog and golden path templates, Camunda for BPMN-based compliance workflow automation, and Conductor for Netflix-scale microservices workflow orchestration across APAC enterprise environments.
APAC Kubernetes Observability Stack 2026: Loki, Tempo, and VictoriaMetrics for Cost-Efficient Platform Engineering
A practitioner guide for APAC platform engineering teams building cost-efficient Kubernetes observability in 2026 — covering Grafana Loki for label-indexed log aggregation on S3 storage, Tempo for distributed tracing with OpenTelemetry and object storage, and VictoriaMetrics for multi-cluster Prometheus-compatible metrics federation with 12-month retention.
APAC RAG Infrastructure Guide 2026: pgvector, Haystack, and Instructor for Enterprise Retrieval-Augmented Generation
A practitioner guide for APAC engineering teams building enterprise retrieval-augmented generation infrastructure in 2026 — covering pgvector for embedding storage in existing PostgreSQL databases, Haystack for modular RAG pipeline orchestration with evaluation, and Instructor for schema-validated structured output from Claude, GPT-4, or self-hosted APAC models.
APAC AI Developer Tools Guide 2026: Aider, Continue, and Open WebUI for Self-Hosted Engineering Workflows
A practitioner guide for APAC engineering teams building a data-sovereign AI developer toolchain in 2026 — covering Aider for terminal-based multi-file AI pair programming, Continue for IDE-integrated coding assistance via Ollama and vLLM, and Open WebUI as a team-wide ChatGPT-like browser interface connecting to APAC-hosted LLM infrastructure.
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