AI/ML Resources

How AI Coding Assistants Are Changing Developer Flow

In this article, I want to share our team's experience in applying AI to accelerate development, covering both the benefits and risks.

May 20, 2026

by Mykhailo Kopyl

· 1,657 Views

Improving DAG Failure Detection in Airflow Using AI Techniques

A practical approach to enhancing DAG failure detection using AI to improve pipeline reliability and enable proactive intervention in large-scale data environments.

May 19, 2026

by Bruno Bocardo Guzoni

· 2,960 Views · 1 Like

Agentic Testing: Moving Quality From Checkpoint to Control Layer

Learn how agentic testing reshapes QA by adding governance, traceability, and accountability to AI-driven workflows, ensuring speed doesn’t compromise quality.

May 19, 2026

by Kailash Pathak

CORE

· 2,371 Views · 1 Like

S3 Vectors: How to Build a RAG Without a Vector Database

You don't need a vector database anymore. S3 Vectors gives you native vector storage + similarity search, serverless, at up to 90% less cost

May 19, 2026

by Jubin Soni, FBCS

CORE

· 2,073 Views

Key Takeaways From Integrating a RAG Application With LangSmith

Learn how to integrate LangSmith with a RAG application to trace workflows, debug issues, and analyze performance, token usage, and cost in real-world AI systems.

May 19, 2026

by Binoj Melath Nalinakshan Nair

CORE

· 2,691 Views · 1 Like

Run Gemma 4 on Your Laptop: A Hands-On Guide to Google's Latest Open Multimodal LLM

Gemma 4 — architecture deep-dive, thinking mode, function calling, audio + image input, and a small project — no cloud, no API keys.

May 19, 2026

by Jubin Soni, FBCS

CORE

· 5,022 Views · 2 Likes

The Prompt Isn't Hiding Inside the Image

CLIP Interrogator is one of the most misunderstood tools in the Stable Diffusion ecosystem. It solves a real problem, which is why it won't go away.

May 19, 2026

by mike labs

· 1,738 Views

Manual Investigation: The Hidden Bottleneck in Incident Response

Learn about why engineers are stuck investigating instead of fixing and how AI is changing the investigation process for modern systems.

May 18, 2026

by Brian Kaufman

· 1,940 Views

Genkit Middleware: Intercept, Extend, and Harden your Gen AI Pipelines

A deep dive into the new Genkit middleware system for JavaScript/TypeScript: built-in middleware, how to build your own.

May 18, 2026

by Xavier Portilla Edo

CORE

· 3,119 Views

Building an Image Classification Pipeline With Apache Camel and Deep Java Library (DJL)

This tutorial shows how to build an image classification pipeline entirely in Java using Apache Camel and Deep Java Library (DJL).

May 15, 2026

by Vignesh Durai

· 3,527 Views · 1 Like

The Agent Protocol Stack: MCP vs. A2A vs. AG-UI

Three protocols are shaping how AI agents interact with tools, other agents, and users. Here's what each one does, how they fit together, and when to reach for which.

May 15, 2026

by Jubin Soni, FBCS

CORE

· 4,314 Views

Context-Aware Authorization for AI Agents

Modern agentic AI systems introduce new security risks as LLMs act as privileged deputies, mapping threats to the Confused Deputy problem and proposing policy guardrails.

May 15, 2026

by Abhinav Srivastava

· 1,892 Views · 1 Like

Can Claude Skills Replace Playwright Agents? A Practical View for QA Engineers

Claude+Playwright ≠ true agent: it’s workflow-driven (run→fix→rerun). Agents adapt in real time. Best: combine both for resilient, low-maintenance QA.

May 15, 2026

by Kailash Pathak

CORE

· 1,752 Views

Vercel AI SDK Middleware vs Genkit Middleware: A Hands-On Comparison

A side-by-side comparison of the two leading middleware systems in the JS/TS Gen AI ecosystem: Vercel AI SDK and Genkit.

May 15, 2026

by Xavier Portilla Edo

CORE

· 1,506 Views · 2 Likes

Your Identity Governance Is Lying to You

Legacy identity governance fails in modern cloud environments. Learn how event-driven, AI-assisted models improve access control and reduce security risks.

May 15, 2026

by Vishal Kumar Thedlapally

· 2,135 Views · 3 Likes

Content Lakes: Harness Unstructured Data for Enterprise AI Readiness

Harness unstructured data by transforming "dark data" into AI-ready assets through serverless orchestration and intelligent enrichment.

May 14, 2026

by Niranjan Yadavali

· 2,254 Views

Beyond Algorithms: The Human Element in AI-Driven Cybersecurity

AI is pushing cybersecurity from reactive defense to proactive intelligence — but human judgment, explainable AI, and ethical design remain essential.

May 14, 2026

by Vaishnavi Gudur

· 2,148 Views

AI Agents Expose a Design Gap in Microservices Resilience Architecture

Microservices assume predictable callers. AI agents break this with non-deterministic calls, fan-out, and retries. Here are 5 core assumption breaks and fixes.

May 13, 2026

by Vineet Bhatkoti

· 4,444 Views · 1 Like

Readiness Is All You Need

AI work now hinges on reading, not prompting. Those who carefully read and question outputs outperform those who accept polished but flawed results.

May 13, 2026

by Nacho Corcuera

· 1,857 Views · 1 Like

Navigating the Complexities of AI-Driven Integration in Multi-Cloud Environments: A Veteran’s Insights

AI is transforming multi-cloud integration with real-time, decentralized, secure systems — improving compliance, APIs, and scalability across industries.

May 13, 2026

by Abhijit Roy

· 2,713 Views · 1 Like

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