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FeaturedVector Vault
Private vector store for RAG pipelines with ingestion, chunking, and query tuning.
Blueprint Overview
RAG pipeline with ingestion jobs and query caching.
AIRAGPostgreSQLEmbeddings
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OPERATOR_ID: MB-001
Muhammed
Bodruk
Fullstack AI Developer
Muhammed Bodruk is a fullstack AI developer focused on secure, scalable systems. He builds data-driven products with strong architecture and pragmatic tooling.
5+
YEARS ACTIVE
3
PROJECTS DEPLOYED
∞
CURIOSITY INDEX
AI / ML
SECURITY
BACKEND
FRONTEND
LegendSignals
Primary / Active
Stable Capability
Learning / Exploring
Hot Zone / Alert
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SECTION_02 // BLUEPRINT_ARCHIVE
Featured Projects
High-impact systems designed for scale, security, and intelligence.
LIVE
PROJ_002View Architecture →
Sentinel API Gateway
2024Edge-first gateway with request scoring, auth policy checks, and observability hooks.
Edge RuntimeSecurityObservabilityTypeScript
CLASSIFICATION: PUBLIC
View project detailsLIVE
PROJ_003View Architecture →
Project OMNI
2024Portfolio engine with strict typing, server actions, and composable content modules.
Next.jsTypeScriptDrizzlePostgreSQL
CLASSIFICATION: PUBLIC
View project detailsSECTION_03 // INTEL_FEED
Recent Transmissions
Technical analysis, field reports, and research notes from the lab.
TL;DR // ALERT
Patterns for server actions, streaming, and data colocation in modern Next.
- TRANSMISSION_ID
- INT_2024_006
- DATE
- 2024.07.15
- READ_TIME
- 1 MIN
- CLASSIFICATION
- PUBLIC
Dev
Shipping Faster with the App Router
By Muhammed Bodruk|Dev Division
Patterns for server actions, streaming, and data colocation in modern Next.js.
INT_2024_005
2024.06.03AI1 MIN READ
Designing Retrieval Pipelines for AI Products
How to structure ingestion, chunking, and metadata for predictable RAG performance.
6 VIEWSREAD FULL REPORT →
Read full articleINT_2024_004
2024.05.12Security1 MIN READ
Hardening JWT Sessions in Next.js
A practical checklist for signing, rotating, and validating JWT cookies in App Router apps.
1 VIEWSREAD FULL REPORT →
Read full article