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 Cloud Security CNAPP Guide 2026: Lacework, Prisma Cloud, and Microsoft Defender for Cloud
A practitioner guide for APAC security and platform engineering teams adopting Cloud-Native Application Protection Platforms (CNAPPs) in 2026 — covering Lacework for ML-based behavioral anomaly detection with Polygraph attack chain visualization and continuous APAC cloud posture assessment; Prisma Cloud from Palo Alto Networks for comprehensive CSPM, CWPP, CIEM, and code security covering APAC cloud infrastructure from IaC scanning through runtime workload protection; and Microsoft Defender for Cloud for Azure-native security posture management with Secure Score, multi-cloud AWS/GCP extension, and native Microsoft Sentinel integration for APAC Microsoft-ecosystem security teams.
APAC Observability Pipeline Guide 2026: OpenTelemetry Collector, Vector, and Telegraf for Platform Teams
A practitioner guide for APAC platform and SRE teams building observability data pipelines in 2026 — covering the OpenTelemetry Collector for CNCF-standard vendor-neutral APAC telemetry collection with OTLP receiver, tail sampling, and multi-backend export to Grafana Tempo, Prometheus, and Loki; Vector for high-performance Rust-based APAC log and metric transformation using VRL (Vector Remap Language) with Kubernetes pod log collection, PII masking, and fan-out routing to Loki, Elasticsearch, and S3; and Telegraf for plugin-driven APAC metrics collection from 300+ sources including host system, Docker, PostgreSQL, Redis, and SNMP network devices with InfluxDB and Prometheus remote write output.
APAC Chaos Engineering Guide 2026: Steadybit, Chaos Toolkit, and Gremlin for Reliability Engineering
A practitioner guide for APAC SRE and platform engineering teams building chaos engineering practices in 2026 — covering Steadybit for governed fault injection with automatic blast radius controls, Kubernetes service discovery, and visual experiment design; Chaos Toolkit for open-source experiment-as-code using JSON/YAML definitions with Kubernetes/AWS/GCP plugin drivers and CI/CD pipeline integration; and Gremlin for enterprise chaos engineering with scenario orchestration, team collaboration, and APAC reliability scoring for large-scale APAC SRE programs.
APAC Database Developer Tools Guide 2026: Bytebase, Prisma, and DBeaver for Platform and Backend Teams
A practitioner guide for APAC platform and backend engineering teams adopting structured database developer tooling in 2026 — covering Bytebase for GitOps-integrated schema change management with approval workflows, schema lint, and immutable audit trails across MySQL, PostgreSQL, and TiDB; Prisma for next-generation TypeScript ORM with Prisma Schema Language, generated type-safe client, and Prisma Migrate declarative migrations; and DBeaver for universal multi-database GUI management covering 100+ database types with SQL editor, ER diagram generation, and SSH tunneling for secure APAC production access.
APAC Load Testing Guide 2026: Gatling, JMeter, and k6 for Performance Engineering
A practitioner guide for APAC performance and platform engineering teams implementing load testing in CI/CD pipelines in 2026 — covering Gatling for code-driven Scala DSL load scenarios with assertion-based CI/CD pass/fail gating, Apache JMeter for GUI-based multi-protocol APAC load testing covering HTTP, JDBC, JMS, and MQTT, and k6 for JavaScript-native load testing with developer-focused CLI and Grafana Cloud distributed load generation for APAC cloud-scale performance validation.
APAC Application Security Testing Guide 2026: OWASP ZAP, Nuclei, and Burp Suite for DevSecOps
A practitioner guide for APAC security engineers and DevSecOps teams implementing application security testing in 2026 — covering OWASP ZAP for open-source DAST automated scanning of APAC web applications and APIs in CI/CD pipelines, Nuclei for template-based CVE and cloud misconfiguration detection across large APAC infrastructure footprints, and Burp Suite for professional manual penetration testing of APAC applications including IDOR, business logic flaws, and API authorization vulnerabilities.
APAC API Documentation Guide 2026: Stoplight, Redocly, and Bump.sh for OpenAPI Developer Portals
A practitioner guide for APAC engineering and platform teams improving API documentation quality in 2026 — covering Stoplight for API-first design with visual OpenAPI editing, Spectral style guide governance, and Prism mock servers for parallel frontend-backend development, Redocly for CLI-based OpenAPI linting in CI/CD pipelines and three-panel developer portals with multi-version support, and Bump.sh for automatic API changelog generation with consumer email notifications and AsyncAPI event documentation alongside REST.
APAC Internal Developer Portal Guide 2026: Backstage, Port, and Cortex for Platform Engineering Teams
A practitioner guide for APAC platform engineering teams building internal developer portals in 2026 — covering Backstage for self-hosted open-source IDPs with maximum flexibility and plugin customization, Port for managed no-code software catalogs with self-service scaffolders and automated scorecards, and Cortex for service catalog and engineering intelligence with native PagerDuty on-call ownership integration and automated production readiness scorecard scoring.
APAC DORA Metrics and Engineering Intelligence Guide 2026: LinearB, Sleuth, and Swarmia
A practitioner guide for APAC engineering leaders measuring and improving software delivery performance in 2026 — covering LinearB for full engineering intelligence including DORA metrics and PR cycle time phase breakdown, Sleuth for deployment tracking with automated Datadog and PagerDuty incident correlation, and Swarmia for combining DORA metrics with investment distribution analysis and developer experience surveys for APAC team health visibility.
APAC Cloud Cost Optimization Guide 2026: Infracost, OpenCost, and Kubecost for Kubernetes FinOps
A practitioner guide for APAC platform and FinOps teams managing Kubernetes cloud spend in 2026 — covering Infracost for shift-left Terraform cost estimation surfacing infrastructure spend impact in GitHub and GitLab pull requests, OpenCost for CNCF open-source Kubernetes cost allocation attributing cloud spend to namespaces and deployments in real time, and Kubecost for multi-cluster FinOps with rightsizing recommendations, budget governance, and RBAC-scoped APAC team cost visibility.
APAC Progressive Delivery Guide 2026: Argo Rollouts, Flagger, and Keptn for Kubernetes Canary Deployments
A practitioner guide for APAC platform and SRE teams implementing progressive delivery on Kubernetes in 2026 — covering Argo Rollouts for Kubernetes Rollout CRD-based canary and blue-green deployments with automated Prometheus AnalysisTemplate gates, Flagger for service-mesh-native canary automation augmenting existing Kubernetes Deployments via Istio and Linkerd, and Keptn for multi-stage delivery orchestration with SLO-based quality gates between APAC deployment environments.
APAC SLO Management Guide 2026: Pyrra, Sloth, and OpenSLO for Prometheus-Native Service-Level Objectives
A practitioner guide for APAC platform and SRE teams implementing SLO-as-code in 2026 — covering Pyrra for Kubernetes CRD-based SLO management that auto-generates multi-burn-rate Prometheus alert rules, Sloth for flexible YAML-to-Prometheus SLO rule generation deployable as CLI, Kubernetes CRD controller, or GitHub Actions, and OpenSLO for vendor-neutral SLO definitions portable across Prometheus, Datadog, and Dynatrace without rewriting SLO specifications when changing observability platforms.
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