Data Engineering Resources

AI Agents Need an Identity Plane: Rethinking Enterprise Authorization for Autonomous Software

Every tool call can pass review and the system can still do something nobody authorized. A path aware authorization model for agents that choose their own next step.

October 26, 2026

by Igboanugo David Ugochukwu

CORE

· 1,025 Views · 1 Like

Genkit Flows as senro Steps: Extremely Powerful AI Pipelines in Go

Put a Genkit flow inside a senro step, and every model call becomes a cached, retryable graph node: change one document out of three, pay for one call.

October 26, 2026

by Xavier Portilla Edo

CORE

· 970 Views

How to Build Your Own AI SRE From Scratch

A hands-on walkthrough: 7 steps from a bare model behind an endpoint to an agent that reads your telemetry, reads your code, and files its findings as a GitHub issue.

October 23, 2026

by Severin Neumann

· 2,241 Views · 2 Likes

Why AI Agents Need a Shared Enterprise Ontology

AI agents can communicate, but without a shared ontology, they cannot consistently understand enterprise meaning, context, and policies.

October 23, 2026

by Josephine Eskaline Joyce, Ph.D

CORE

· 1,837 Views · 4 Likes

How an AI Software Factory Works: From Developer Intent to Production

Learn how a developer's intent moves through AI agents that plan, code, review, test, deploy, and monitor software, through the concept of software factory.

October 23, 2026

by Pavan Belagatti

CORE

· 1,569 Views · 1 Like

ScyllaDB in Enterprise Java: High-Performance NoSQL With Eclipse JNoSQL

Explore ScyllaDB for enterprise Java applications using Eclipse JNoSQL with Jakarta NoSQL templates and Jakarta Data repositories.

October 23, 2026

by Otavio Santana

CORE

· 1,408 Views

Adding Graph Retrieval to a RAG Pipeline With Python

Learn how to add a graph retrieval layer to a retrieval-augmented generation pipeline using Python, NetworkX, and relationship triples.

October 23, 2026

by Sriharsha Makineni

· 1,386 Views · 1 Like

The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy

Learn how AI agents automate incident response using three tiers of autonomy, balancing faster remediation, human approval, and production safety.

October 23, 2026

by Neel Shah

· 1,456 Views

Avoiding AI Debt as a Team

Learn how the A3 Delegation System applies Agile artifacts to help teams avoid AI debt and improve delegation in AI-driven workflows.

October 23, 2026

by Stefan Wolpers

CORE

· 1,473 Views

Building a Real Pipeline With senro: Monorepos, Caching, and Triggers

Workspaces, step caching, fanning out over every module in a monorepo, narrowing to what changed, and webhook triggers: senro for everyday pipelines.

October 23, 2026

by Xavier Portilla Edo

CORE

· 1,205 Views · 1 Like

Delta Lake UniForm to Snowflake: Cross-Platform Table Access Without a Second Copy

Delta Lake UniForm lets Snowflake query a Databricks-owned table as Iceberg, with no export job and no second copy — the four-piece setup, including private connectivity.

October 22, 2026

by Jeevan Krishna Paruchuri

· 4,295 Views

Rebuilding Elasticsearch Under Load: Unsafe Watermarks and a Sampling Blind Spot

Two common rebuild watermarks can miss committed changes, while a 5,000-document sample may still report a clean Elasticsearch index.

October 22, 2026

by Tarun Sharma

· 1,502 Views · 2 Likes

Idempotency Under Concurrency: Why Your Application Check Isn't the Last Line of Defense

App-level duplicate checks aren't enough under load. The database UNIQUE constraint is the real safeguard — DataIntegrityViolationException is a success path.

October 22, 2026

by Ramesh Yara

· 1,495 Views · 1 Like

Google Cloud KMS vs. AWS KMS: Java Encryption Guide

Compare Google Cloud KMS vs. AWS KMS in Java, including envelope encryption, key rotation, IAM, data keys, and audit logging.

October 22, 2026

by Sandeep Pal

· 1,504 Views · 3 Likes

YAGNI in the Age of AI Coding

AI makes speculative code cheaper to write, but not free to own. YAGNI still matters; we should rethink it using today’s costs, not yesterday’s instincts.

October 22, 2026

by Peter Verhas

CORE

· 1,257 Views · 2 Likes

Architecture Review Boards for Generative AI: A Framework for Governance, Risk Management, and Responsible Adoption

Discover how modern Architecture Review Boards can evolve to review AI models, prompts, data governance, security controls, and responsible AI requirements.

October 22, 2026

by Ravi Kiran Mallidi

CORE

· 2,066 Views · 1 Like

How to Migrate From C/C++ to Rust: A Practical Guide for Embedded IoT Systems

Discover how to migrate embedded C and C++ systems to Rust using one of the three migration strategies to make your project more reliable and compliant.

October 22, 2026

by Andrew Davies

· 1,357 Views

Taming Parameter Sniffing in SQL Server 2022 With PSP Optimization

SQL Server 2022 PSP Optimization addresses parameter sniffing by maintaining multiple execution plans for queries with different data distributions.

October 22, 2026

by Sibaram Prasad Panda

· 1,371 Views

Why Role-Based Access Control Fails for AI Agents — and How to Fix It With Memory Lineage Engines

Learn how lineage-aware access control prevents cached AI agent results from exposing data derived from restricted database columns.

October 21, 2026

by Venkata M Sangaraju

· 1,323 Views

PostgreSQL vs Oracle: When Higher Cost Means Better Performance

Explore how PostgreSQL and Oracle optimize skewed data, comparing estimated costs, execution plans, and real-world performance of sequential and index scans.

October 21, 2026

by Vahid Yousefzadeh

· 1,183 Views · 1 Like

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