Latest Articles

Prompt, Fine-Tune, or Compile: The Three Ways to Build Anything in AI

Learn when to use model APIs, fine-tuning, or declarative code for AI products, and how to manage these three tiers as your product evolves.

August 20, 2026

by Dhyey Mavani

· 1,721 Views · 2 Likes

How AI Is Actually Changing SRE Tools, Part 2: ITOps, Chaos Engineering, and the Rest of the Job

Across every category, AI is good at surfacing options and drafts; the SRE still owns the judgment call with real consequences.

August 20, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,316 Views · 4 Likes

Why DAST Findings Are Hard to Fix and How to Make Them Actionable

Here's how repro evidence, ownership mapping, exploitability data, and retesting turn DAST alerts into fixes developers can actually act on.

August 20, 2026

by Philip Piletic

CORE

· 2,129 Views · 1 Like

Securing AI Retrieval Pipelines and Adding Identity-Aware Access Controls to RAG Systems

A step-by-step tutorial for adding per-chunk permission enforcement, prompt injection defenses, and audit logging to RAG pipelines — without rebuilding your data.

August 19, 2026

by Shekar Munirathnam

· 3,145 Views · 3 Likes

Deploying an Enterprise LLM Chatbot on Databricks With RAG, MLflow, Vector Search, and Model Serving

Build and ship a production chatbot: author the RAG chain, log it with MLflow, register it to Unity Catalog, trace it, then deploy to Model Serving.

August 19, 2026

by Seshendranath Balla Venkata

· 1,801 Views · 2 Likes

How Docker Is Becoming an AI Development Platform

Local AI dev chaos fixed by moving LLM, vector DB, and app into one Compose file, reproducible, but it's not a Kubernetes replacement.

August 19, 2026

by Pruthvi Raj Seknametla

· 32,157 Views · 6 Likes

Why Is the Agent Card Important?

Build AI agents with A2A and Agent Cards to enable seamless agent discovery, communication, and task collaboration across specialized agents.

August 19, 2026

by Ajay Singh

· 1,878 Views · 2 Likes

A Developer's Guide to Chrome Extension Manifest V3 Declarative Net Request API

Learn to build Chrome Manifest V3 network filters, manage dynamic rulesets, and modify HTTP headers using the declarativeNetRequest API.

August 19, 2026

by Vishal Pathak

· 2,297 Views · 1 Like

Containerizing LLMs: Best Practices for Docker-Based AI Workloads

Bloated LLM Docker images and silent OOM kills taught me: separate weights from images, use runtime, not devel bases, and budget GPU/host memory separately.

August 19, 2026

by Pruthvi Raj Seknametla

· 29,562 Views · 5 Likes

How Different Docker Engine Versions Led to Partial Traffic Unavailability in Docker Swarm

This article is based on a real-world production case. Different Docker Engine versions on Swarm nodes led to partial traffic degradation on one of the manager nodes.

August 19, 2026

by Denis Tiumentsev

· 2,119 Views · 4 Likes

Solving Session Persistence for Model Context Protocol Servers at Enterprise Scale

Learn why Model Context Protocol servers fail behind a load balancer with "session not found" errors, and a shared session store pattern that fixes it at scale.

August 19, 2026

by shravya boini

· 1,901 Views · 1 Like

Multi-Agent Software Engineering: Can AI Teams Build Production Systems?

Multi-agent AI reaches production readiness through orchestration, durable workflows, observability, and resilience rather than simply adding more models.

August 19, 2026

by Uthej Mopathi

CORE

· 2,786 Views · 4 Likes

Designing a Local-First Risk Detection Pipeline for Explainable Enterprise Decisions

Combining deterministic checks, lightweight models, trusted evidence, transparent decision policy, and replayable audit records in local-first risk workflows.

August 18, 2026

by Naga Hemanth Badabagni

· 2,943 Views · 1 Like

Real-Time Supply Chain Event Streaming With Kafka and Neo4j

A Kafka producer publishes shipment events, a Python consumer writes them into Neo4j, and a live Plotly dashboard shows network health updating as events arrive.

August 18, 2026

by Akmal Chaudhri

CORE

· 2,266 Views · 1 Like

Java Enterprise Is Already Ready for the AI Era

Java Enterprise is ready for AI today. Jakarta EE integrates with AI providers and frameworks, while Jakarta Agentic AI and Jakarta EE 12 strengthen it.

August 18, 2026

by Otavio Santana

CORE

· 3,396 Views · 7 Likes

Arm64 Is No Longer the Edge Case

Arm64 has become a first-class Linux platform, with upstream development and native testing improving kernel reliability, portability, and maintenance.

August 18, 2026

by Craig Hardy

· 1,686 Views · 1 Like

Building Internal Developer Platforms on Kubernetes: The Abstraction Problem Nobody Warns You About

Most Kubernetes platforms stop at infrastructure. Wrapping complexity in a CRD abstraction and admission webhooks, developers should specify intent, not YAML.

August 18, 2026

by Pruthvi Raj Seknametla

· 34,277 Views · 1 Like