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Engineering Perspectives on Modernization & AI

Practical writing on agentic AI, legacy modernization, RAG systems, and cloud-native engineering — from the practice, not the marketing team.

LATEST WRITING

Ideas Worth Engineering Around

6 min read · 2026-06-12

Agentic AI Beyond the Chatbot: Designing Workflows That Execute, Not Just Respond

Most enterprise AI deployments stop at answering questions. The real operational value starts when an agent can act — end to end, with a human checkpoint only where it matters.

AI Agentic Systems
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7 min read · 2026-05-20

Legacy Modernization Without the Big-Bang Cutover

A phased, strangler-fig migration path lets a legacy system and its replacement run side by side — reducing risk without freezing feature delivery.

Enterprise Modernization Architecture
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5 min read · 2026-04-08

Building RAG Systems That Support Teams Actually Trust

Retrieval quality matters less than source citation. An answer without a link back to the document it came from will not survive contact with a skeptical support team.

AI Knowledge Platforms
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5 min read · 2026-03-15

ERP Rollouts That Don't Freeze Operations

A region-by-region migration, sharing one data model from day one, avoids the classic ERP failure mode: months of parallel systems and manual reconciliation.

ERP Business Solutions
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4 min read · 2026-02-10

Observability Before the First Deploy, Not After the First Incident

Structured logging, tracing, and dashboards should ship with the first version of a service — retrofitting them after an outage is far more expensive.

DevOps Observability
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5 min read · 2026-01-22

What "Instant" Loan Eligibility Actually Requires Under the Hood

Instant eligibility checks are a product promise backed by a rules engine, cached credit data, and a fallback path for when a bureau call is slow.

Lending Product Engineering
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