Tools Resources

Git Blame Isn’t Enough: Building Verifiable Provenance for AI-Generated Code

AI-generated code needs verifiable provenance linking intent, context, models, edits, approvals, commits, and artifacts across the software lifecycle.

September 30, 2026

by Uthej Mopathi

CORE

· 1,676 Views · 3 Likes

A Deep Dive into the Microsoft Foundry Document Intelligence SDK: From PDF to Structured Data

A hands-on guide to Microsoft Foundry Document Intelligence SDK for extracting text, structured fields, and document data from PDFs for RAG and AI pipelines.

September 29, 2026

by Jubin Soni, FBCS

CORE

· 6,587 Views · 3 Likes

From Giant Prompts to On-Demand Skills: Build an Extensible AI Agent With Progressive Disclosure

Progressive disclosure replaces giant prompts with lightweight skill summaries and on-demand instructions, keeping AI agents focused and extensible.

September 28, 2026

by Akhil Madineni

CORE

· 1,510 Views · 3 Likes

Building a Product Recommendation Engine With Neo4j — No ML Library Required

A graph models customers, products, categories and tags, making collaborative filtering, co-purchase analysis, content similarity, and trending queries graph traversals.

September 28, 2026

by Akmal Chaudhri

CORE

· 1,151 Views · 1 Like

Building a Practical Cloud-Native Golden Path: A Guide to Kubernetes-Based Service Delivery, Self-Service, and Developer-Friendly Defaults

Golden paths standardize software delivery with self-service workflows, deployment guardrails, and observability while preserving team autonomy.

September 25, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 1,865 Views · 2 Likes

Kubernetes Operations Playbook: The Essentials for Keeping Scale, Complexity, and Drift Under Control

Kubernetes operations can drift as teams scale. Use this checklist to standardize clusters, releases, observability, access, reliability, and cost.

September 23, 2026

by Abhishek Gupta

CORE

· 2,879 Views · 2 Likes

Your Terraform Monolith Isn't Too Big. It's Tightly Coupled.

Terraform monoliths hurt when one state couples too many resources and owners. Split around ownership boundaries, not size.

September 22, 2026

by Naveen Kalapala

· 2,352 Views · 1 Like

Architecting for <1s Latency: Managing Eventual Consistency in Distributed Search Platforms

To maintain sub-second search freshness, logistics systems must actively manage eventual consistency across Kafka ordering, search indexing, and cache invalidation.

September 22, 2026

by Dhruv Goel

· 2,167 Views · 2 Likes

When an iOS Retry Executes an Agent Twice: Building Effectively-Once Tool Workflows With LangGraph, MCP Tasks, Kafka, and App Attest

Stable operation IDs prevent iOS retries from duplicating agent tools across LangGraph, MCP Tasks, Kafka, and App Attest.

September 21, 2026

by Uthej Mopathi

CORE

· 2,177 Views · 3 Likes

MCP vs REST/HTTP API vs Kafka: The Architect's Guide to Agentic AI Integration

MCP, Kafka, and REST APIs are not the same: this comparison maps each to the right layer of your agentic AI architecture.

September 18, 2026

by Kai Wähner

CORE

· 4,126 Views · 1 Like

Federated MCP Control Plane: Policy-Aware Access to Multi-Backend Tool Servers

A federated gateway replaces scattered local MCP credentials with brokered, short-lived, least-privilege tokens plus the guardrails needed to run it safely.

September 17, 2026

by Harish Gaggar

· 3,117 Views · 3 Likes

Understand the Sidecar Pattern by Deploying n8n to AWS Fargate

Learn how to deploy n8n Task Runners as AWS Fargate sidecars for isolated code execution, independent resources, and scalable workflow automation.

September 17, 2026

by Iyanuoluwa Ajao

· 3,200 Views · 2 Likes

Context Engineering: The Missing Piece in Agentic Systems

Let's understand what context engineering is, its importance in agentic systems and how to use it to build efficient AI systems.

September 17, 2026

by Pavan Belagatti

CORE

· 3,860 Views · 1 Like

Event-Driven AI Systems With Kafka and Autonomous Agents

Kafka and autonomous agents enable scalable, event-driven AI systems with reliable orchestration, durable execution, and real-time enterprise decision-making.

September 16, 2026

by Uthej Mopathi

CORE

· 3,771 Views · 4 Likes

Agentic Systems and Design Patterns

A complete, practical guide to agentic AI systems covering single versus multi-agent architectures and the six core design patterns.

September 16, 2026

by Ram Ghadiyaram

CORE

· 3,266 Views · 3 Likes

Real-Time Vehicle Tracking With Neo4j, Databricks Lakebase, and OpenStreetMap

Build a real-time fleet operations dashboard using Neo4j Aura for the road network graph, Lakebase for live vehicle positions, and Lakehouse for historical analytics.

September 15, 2026

by Akmal Chaudhri

CORE

· 3,917 Views · 2 Likes