// INSIGHTS · RESEARCH · FIELD NOTESThinking in systems,
Thinking in systems,
shipping in sprints.
Field notes from the studio — AI engineering, MERN at scale, DevOps, and the product decisions behind every shipment.
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7
Articles published
5
Topics covered
New dispatch every month
// Browse by topic
// FEATURED · AI ENGINEERING
The AI-native SDLC: how we run discovery, RAG, and ship loops in parallel
A practical playbook for teams adopting LLM workflows without sacrificing security reviews or release discipline.
Zakir Hossain·May 12, 2026·14 min
// CATEGORIES
// AI
RAG pipelines in production: what breaks at scale
Chunking strategies, eval harnesses, and the observability layer most teams skip.
6 min · Apr 2026
// MERN
MERN at the edge: caching patterns that actually hold
From Redis layers to ISR — how we keep TTFB under two seconds globally.
5 min · Mar 2026
// DEVOPS
Zero-downtime deploys on a studio budget
Blue-green without the enterprise price tag — our default CI/CD stack explained.
7 min · Feb 2026
// PRODUCT
Scoping AI automation clients actually pay for
ROI framing, pilot boundaries, and when not to reach for an agent.
4 min · Jan 2026
// MERN
Real-estate tech stacks that survive market shifts
Multi-tenant CRM patterns we reuse across property and rental products.
9 min · Dec 2025
// SECURITY
SOC 2 readiness without slowing your roadmap
Controls we bake into every AppsZone engagement from week one.
6 min · Nov 2025
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