The Latest and Popular SDLC Topics

Production Checklist for Tool-Using AI Agents in Enterprise Apps

Tool-using AI agents are production software. The same ops discipline applies, but some traditional assumptions quietly break.

May 7, 2026

by Pier-Jean MALANDRINO

CORE

· 3,401 Views · 1 Like

How to Test PUT API Request Using REST-Assured Java

This tutorial demonstrates how to test PUT requests with REST Assured in Java for API testing, including code examples to update data.

May 7, 2026

by Faisal Khatri

CORE

· 2,192 Views · 3 Likes

Reactive Ops to Autonomous Infrastructure: How Agentic AI Is Redefining Modern DevOps

Agentic AI transforms DevOps from reacting to incidents to systems that understand, decide, and act on their own, reducing toil and enabling autonomous infrastructure.

May 7, 2026

by Venkatesan Thirumalai

· 1,808 Views

KV Cache Implementation Inside vLLM

vLLM's KV cache is a virtualized memory system built on reusable blocks and prefix-aware scheduling that enables efficient, scalable LLM inference.

May 7, 2026

by Bhala Ranganathan

CORE

· 4,134 Views

I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened

Feeding legacy code to Gemini 3 reveals key refactoring lessons: prioritize modularity, decouple logic, and use AI to automate unit tests.

May 7, 2026

by Jubin Soni, FBCS

CORE

· 3,038 Views · 1 Like

Comparing Top Gen AI Frameworks for Java in 2026

A practical, in-depth comparison of the top Generative AI frameworks for Java in 2026: Genkit Java, Spring AI, LangChain4j, and Google ADK

May 7, 2026

by Xavier Portilla Edo

CORE

· 3,854 Views · 4 Likes

Context Density: How to Survive the AI Tidal Wave

As AI matures, how can humans continue to contribute value? Context density gives us the answer to the roles humans can continue to play.

May 7, 2026

by Jason Bloomberg

· 2,698 Views · 1 Like

ARC: The Architecture for Reasoning Control

AI apps fail from compounding randomness. Start small, add layered guardrails, and use AI for reasoning but code for execution to keep systems reliable.

May 6, 2026

by Ananth Iyer

· 2,164 Views

Designing Agentic Systems Like Distributed Systems

Agentic systems behave like distributed systems - unpredictable and failure-prone, requiring orchestration, contracts, and strong observability.

May 6, 2026

by Satyam Nikhra

· 2,586 Views · 1 Like

The Hidden Failure Modes of AI Systems (That Traditional Monitoring Misses)

AI systems rarely fail loudly — they degrade silently via drift, bad retrieval, and hallucinations. Detect it with semantic observability, not just infra metrics.

May 6, 2026

by Sayali Patil

· 4,207 Views · 5 Likes

Top JavaScript/TypeScript Gen AI Frameworks for 2026

A practical, in-depth comparison of the top generative AI frameworks in 2026, coming from someone who has built with all of them.

May 6, 2026

by Xavier Portilla Edo

CORE

· 3,053 Views · 2 Likes

Cost-Aware Routing for RAG: Fetch Less, Spend Less, Answer Better

Every query hits the same retrieval depth — whether it needs 0 passages or 10. Here is what that mistake costs, and how cost-aware routing fixes it.

May 6, 2026

by Sanjay Mishra

· 1,552 Views

The Rise of AI Orchestrators

A reusable multi-agent QA framework where specialist agents debate, a judge decides, and software testing becomes an AI-orchestrated lifecycle.

May 6, 2026

by Oleksandr Kryvchenko

· 3,569 Views · 2 Likes

AI in Software Engineering: 3 Critical Mistakes to Avoid (and What to Do Instead)

Learn the mistakes developers make and how to avoid them. Use AI to accelerate development without sacrificing code quality, architecture, and long-term maintainability.

May 6, 2026

by Otavio Santana

CORE

· 1,857 Views · 1 Like

Security in the Age of MCP: Preventing "Hallucinated Privilege"

Prevent prompt injection in AI agents: default to read-only, require human approval for changes, and authenticate every tool call with end-user zero-trust permissions.

May 6, 2026

by Nikita Kothari

· 2,449 Views

Beyond Conversation: Mastering Context with Claude Code Skills and Agents

Stop "talking" to LLMs and start engineering context flows. The shift from chatbot to system component requires moving from monolithic prompts to modular agentic skills.

May 5, 2026

by Ioan Tinca

· 5,442 Views · 6 Likes

Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud

Master LLMOps on GCP by automating prompt evaluation, model deployment, and monitoring with Cloud Build and Vertex AI for robust AI apps.

May 5, 2026

by Jubin Soni, FBCS

CORE

· 2,109 Views

Beyond n8n for Workflow Automation: Agent Graphs as Your Universal Agent Harness

Agent graphs let you visualize multi-agent workflows in LaunchDarkly, monitor node performance, and fix slow agents without redeploying.

May 5, 2026

by Scarlett Attensil

· 1,863 Views · 1 Like

Setting Up Claude Code With Ollama: A Guide

Claude Code is a terminal-based AI coding assistant by Anthropic that can integrate with Ollama for local model inference.

May 5, 2026

by Gunter Rotsaert

CORE

· 3,945 Views · 3 Likes

AI in Software Architecture: Hype, Reality, and the Engineer’s Role

AI won’t replace engineers—it shifts their role. It boosts speed but adds complexity, debt, and review cost. Advantage goes to those who use it critically.

May 5, 2026

by Otavio Santana

CORE

· 2,474 Views · 1 Like

The Latest Popular Topics