From the systems we run.
Practical writing on AI, operations, and digital governance — grounded in platforms that already serve citizens at scale.
Engineering notes.
How we design, index, and operate production systems — written from the codebase, not from a slide deck.
- Engineering
Give your CI pipeline its own Kubernetes cluster
Why the riskiest workload in your cluster is probably the one building your containers — Docker-in-Docker risks, CI build pods, blast-radius isolation, and the etcd operations nobody talks about until the second cluster.
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Charan Yandrapu - Engineering
Search that actually finds things: indexing nested Payload CMS content into Typesense
What happens when your CMS stops looking like a blog, and your search index has to catch up — flattening Payload globals, extracting Lexical text, and keeping Typesense in sync without a cron job.
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Rekha Singh - Engineering
Building Modern Data Repositories: Architecture for Search, Semantic Retrieval, and RAG
How we design modern data repositories in practice: ingestion, metadata, durable storage, hybrid retrieval, and RAG for systems that stay auditable and operable.
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Tarun Joshi
Field insights.
AI, operations, and digital governance in practice — lessons from platforms that already serve citizens at scale.
- Insights
Why Every Business Analyst Needs a Single Source of Truth
A BA's day is fifteen tabs, "final_v2" attachments, and notes nobody can find when it matters. The fix is not more process — it is a shared structure that turns documents into institutional memory.
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Ankit Agarwal - Insights
How End-to-End Application Tracking Ended the "Come Back Next Week" Problem
Delay in public service delivery is often not a staffing problem — it is an invisibility problem. End-to-end application tracking across departments closed the gap between submission and resolution.
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Vedant Singh Miyan - Insights
How One Login Replaces a Decade of Fragmented E-Governance
Citizens learned a dozen portals. Officials learned a dozen more. A single identity layer replaces both — without touching the systems underneath.
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Tushar Rawat - Insights
How Clean UI and Automated Workflows Fix Broken E-Governance
Putting services online is not enough. Citizen-centric interfaces and intelligent workflows turn paper processes into journeys people can actually finish.
ReadAnkit Agarwal - Insights
AI for Operational Excellence: The Quiet Transformation Behind Better Public Services
In government transformation, AI's biggest impact often happens behind the scenes—in operations. How intelligent workflows, proactive monitoring, and knowledge systems drive operational excellence in public services.
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Swapnil Suman
You imagine,
we build.
Tell us about the platform your institution needs. We'll bring the engineering rigor to make it real, and keep it running.