The Latest and Popular SDLC Topics

What Full-Stack AI Engineering Means in Real Projects

Full-stack AI development is building an AI feature end to end. In 2026 the hard part is agentic reliability, evals, and production, not the model call.

September 23, 2026

by Paul Schloss

· 2,139 Views · 1 Like

Beyond Token Intelligence: Why AI Code Review Needs Cognitive Architectures

AI is generating code faster than humans can review it. The fix is cognitive architectures that understand not just "what changed" but "why" and whether it's safe.

September 22, 2026

by Sayan Chatterjee

· 2,428 Views · 3 Likes

The Math Behind AI Testing: Why 1,000 Test Cases May Tell You Less Than 100

More AI test cases don't automatically increase confidence. Smart, risk-based statistical sampling provides more reliable AI validation than expanding a test suite.

September 22, 2026

by Rajeshkumar Rajaseakaran Nair

· 1,793 Views · 2 Likes

Using Graph RAG and Specialized Agents to Repair Playwright Tests

Graph RAG and specialized agents diagnose, repair, and validate failing Playwright tests using repository-wide context with modern CI/CD pipelines.

September 22, 2026

by Srinivas Rao Jonnakuti

· 1,906 Views · 2 Likes

Valkey: Bringing Key-Value Databases to Enterprise Java

Valkey provides high-performance key-value storage for Enterprise Java, with portable APIs and flexible persistence through Eclipse JNoSQL.

September 22, 2026

by Otavio Santana

CORE

· 2,078 Views · 2 Likes

How to Build a Production-Ready iOS App With AI-Generated Code

AI-generated iOS apps need rigorous engineering across security, architecture, testing, observability, and reliability before production deployment.

September 21, 2026

by Uthej Mopathi

CORE

· 2,533 Views · 3 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

· 2,120 Views · 3 Likes

Building an AI System That Makes Your Entire Company Queryable: A Startup's Guide

Learn how to give every employee instant, accurate answers from your company's collective knowledge, without a six-figure infra bill or a security nightmare.

September 21, 2026

by Balaji Venkatasubramaniyar

CORE

· 1,625 Views · 1 Like

MCP Is the USB-C of AI — Here's What That Actually Means for Your Architecture

A senior engineer's guide to production MCP: JSON-RPC 2.0 transport, OAuth 2.1 auth, stateless horizontal scaling, and where the protocol genuinely breaks.

September 21, 2026

by Dinesh Elumalai

CORE

· 2,116 Views · 2 Likes

When Mobile Connections Break: Recovering Long-Running iOS Workflows With LangGraph and Event-Driven Backends

LangGraph checkpoints and event-driven backends let iOS apps resume long-running workflows after network drops without duplicate work.

September 21, 2026

by Uthej Mopathi

CORE

· 1,792 Views · 3 Likes

Edge AI: Why Inference Is Moving Away From the Cloud

Edge inference thrives on-device for real-time, private AI. Advances in hardware and compression cut latency and costs, pushing AI away from the cloud.

September 21, 2026

by Uthej Mopathi

CORE

· 2,459 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

· 4,048 Views · 1 Like

Designing Human-in-the-Loop Approval Gates for Enterprise AI Agents

Enterprise AI agents should automate low-risk tasks, require approval for sensitive actions, and maintain strict access, logs, and review.

September 18, 2026

by Praveen VR

· 3,736 Views · 3 Likes

RAG, Vector Databases, and MCP: Wiring Them Together for Production

This article offers a practical walkthrough for engineers moving past the "RAG demo" stage into systems that hold up in production.

September 18, 2026

by Balaji Venkatasubramaniyar

CORE

· 3,311 Views · 1 Like

Common Pitfalls in RAG Applications: What to Avoid When Using Vector Search and Embeddings

RAG is easy to launch and hard to keep reliable. Here are the most common failure modes, their causes, and the Databricks-specific fixes.

September 17, 2026

by Seshendranath Balla Venkata

· 2,773 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

· 3,072 Views · 3 Likes

A Senior Engineer’s Guide to Foundry IQ, MCP, and the OpenAI Agents SDK

This hands-on guide shows senior engineers how to combine Microsoft Foundry, Foundry IQ, MCP, and the OpenAI Agents SDK into a flexible agent architecture.

September 17, 2026

by Jubin Soni, FBCS

CORE

· 5,529 Views · 3 Likes

Stop Overfeeding Your AI Agent's Context Window

More context doesn't fix a confused AI agent. Skills, MCP, RAG, and memory each solve one specific problem: procedure, connectivity, documented knowledge & experience.

September 17, 2026

by Faisal Feroz

· 4,617 Views · 3 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

· 3,797 Views · 1 Like

AI Architectures That Drive Real Business ROI

Practical guide to 5 AI architectures that drive business ROI: decision intelligence, personalization, single-agent, multi-agent, and autonomous systems.

September 17, 2026

by Ram Ghadiyaram

CORE

· 3,555 Views · 1 Like

The Latest Popular Topics