Jinka Field Notes
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Latest
A first for Asia's venture capital community.
Takeaways from the Asia Venture Capital Summit 2026 on cross-border investment, stablecoins, Taiwan’s startup ecosystem, and what VCs are watching.
Read articleFeatured
From AWS ECS to OVH Kubernetes: A Startup's Migration Story
A practical infrastructure migration walk-through.
SaaS Is Not Dying. But the Lazy Version of It Is.
What the changing cloud software market means for product builders.
Automating Invoice Processing With AI.
How AI agents handle invoice intake from extraction and review through finance-system sync.
All articles
Building a measurable content workflow for a service business
How to move from ad hoc posts to a repeatable content workflow: technical source material, automated handoff, published assets, and workflow health analytics.
Automated field scheduling for wind turbine O&M operations
How we built a single Excel Gantt chart that coordinates vehicles, cranes, and crews across an offshore wind operation.
Power BI, MCP, and where AI can really make a difference.
Where structured report data opens up useful AI work, and where it does not.
AI Cost Control in Healthcare Data Analytics
How healthcare teams can make the cost of AI analytics visible and manageable.
What You Can Build On Top Of Prompt EMR
Unified reporting, analytics dashboards, and custom workflows without replacing the underlying system.
Two days at VivaTech 2026: notes from the floor
A field report on where European technology is heading.
ABA compliance and data security on Azure, AWS, GCP, and beyond.
A practical architecture guide for compliant ABA client data and workflows.
Therapy Practice IT: Automating Clinical Workflows at Scale
How connected systems reduce manual clinical documentation work.
Beyond Excel: Building a Real Reporting Stack.
What to put in place when spreadsheets and pivot tables stop holding up.
GDPR Compliance as an Engineering Discipline
A practical guide to compliant data systems without grinding engineering velocity to a halt.
When Fivetran Makes Sense. And When It Does Not.
How to evaluate managed ELT tooling as your data platform grows.
Building an AI Voice Tutor That Actually Teaches
How we built a conversational tutor that remembers progress and adapts.
Running Local AI Coding Models on Your Mac
An experiment in a fully self-hosted coding workflow on Apple Silicon.
The Rise of the Forward-Deployed Engineer
Why embedded senior engineers shorten the path from idea to value.
Design in the Era of Vibe Coding: Why UI/UX Still Matters
Why product design still demands human judgment, empathy, and context.
The Great AI Prototype Trap
Founders can build applications in hours, but speed creates a new set of risks.
Building a Secure, Auditable Cloud Data Lake for Regulated Environments
Architecture for sensitive data is a business and liability decision.
How to Build a Data Strategy That Actually Works
Turn scattered data into structured insight with a strategy that scales.
The CTO’s Dilemma: Full-Time Hires vs. Consultants
A serverless perspective on building flexible technology teams.
AI Automation: How Businesses Can Optimize Workflows and Decision-Making
How companies reduce manual work and make faster, data-driven decisions.
Building Voice AI Applications: Infrastructure and Telephony Considerations
What it takes to deliver fast, natural conversations at scale.
Building a measurable content workflow for a service business
How to move from ad hoc posts to a repeatable content workflow: technical source material, automated handoff, published assets, and workflow health analytics.
9 min · Read →Automated field scheduling for wind turbine O&M operations
How we built a single Excel Gantt chart that coordinates vehicles, cranes, and crews across an offshore wind operation.
8 min · Read →Power BI, MCP, and where AI can really make a difference.
Where structured report data opens up useful AI work, and where it does not.
9 min · Read →AI Cost Control in Healthcare Data Analytics
How healthcare teams can make the cost of AI analytics visible and manageable.
8 min · Read →What You Can Build On Top Of Prompt EMR
Unified reporting, analytics dashboards, and custom workflows without replacing the underlying system.
10 min · Read →Two days at VivaTech 2026: notes from the floor
A field report on where European technology is heading.
9 min · Read →ABA compliance and data security on Azure, AWS, GCP, and beyond.
A practical architecture guide for compliant ABA client data and workflows.
12 min · Read →Therapy Practice IT: Automating Clinical Workflows at Scale
How connected systems reduce manual clinical documentation work.
9 min · Read →Beyond Excel: Building a Real Reporting Stack.
What to put in place when spreadsheets and pivot tables stop holding up.
10 min · Read →Automating Invoice Processing With AI.
How AI agents handle invoice intake from extraction and review through finance-system sync.
8 min · Read →GDPR Compliance as an Engineering Discipline
A practical guide to compliant data systems without grinding engineering velocity to a halt.
9 min · Read →When Fivetran Makes Sense. And When It Does Not.
How to evaluate managed ELT tooling as your data platform grows.
8 min · Read →SaaS Is Not Dying. But the Lazy Version of It Is.
What the changing cloud software market means for product builders.
7 min · Read →Building an AI Voice Tutor That Actually Teaches
How we built a conversational tutor that remembers progress and adapts.
11 min · Read →Running Local AI Coding Models on Your Mac
An experiment in a fully self-hosted coding workflow on Apple Silicon.
8 min · Read →From AWS ECS to OVH Kubernetes: A Startup's Migration Story
A practical infrastructure migration walk-through.
10 min · Read →The Rise of the Forward-Deployed Engineer
Why embedded senior engineers shorten the path from idea to value.
6 min · Read →Design in the Era of Vibe Coding: Why UI/UX Still Matters
Why product design still demands human judgment, empathy, and context.
7 min · Read →The Great AI Prototype Trap
Founders can build applications in hours, but speed creates a new set of risks.
8 min · Read →Building a Secure, Auditable Cloud Data Lake for Regulated Environments
Architecture for sensitive data is a business and liability decision.
12 min · Read →How to Build a Data Strategy That Actually Works
Turn scattered data into structured insight with a strategy that scales.
9 min · Read →The CTO’s Dilemma: Full-Time Hires vs. Consultants
A serverless perspective on building flexible technology teams.
7 min · Read →AI Automation: How Businesses Can Optimize Workflows and Decision-Making
How companies reduce manual work and make faster, data-driven decisions.
6 min · Read →Building Voice AI Applications: Infrastructure and Telephony Considerations
What it takes to deliver fast, natural conversations at scale.
9 min · Read →
