DevOps and CI/CD Resources

Why Embedding Pipelines Break at Scale and How Lakehouse Architecture Fixes Them

Use Apache Iceberg to store embeddings as versioned datasets and treat the vector database as a derived retrieval index.

April 20, 2026

by Vivek Venkatesan

· 2,241 Views

SBOM in Practice: Embedding Compliance Into the Software Delivery Lifecycle

Software Bill of Materials (SBOMs) are no longer optional — embedding them in the SDLC creates real security, compliance, and operational advantage.

April 16, 2026

by Vineet Bhatkoti

· 2,787 Views

When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together

Cosmos DB stores durable state; Redis acts as a coordination layer, enabling predictable, stateless scaling without sticky sessions, strong consistency, or high costs.

April 15, 2026

by Vikas Mittal

· 2,541 Views

Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

Explore how NotebookLM and Gemini 1.5 Pro revolutionize research through source grounding, long context windows, and content pipelines.

April 15, 2026

by Jubin Abhishek Soni

CORE

· 2,662 Views

The Platform or the Pile: How GitOps and Developer Platforms Are Settling the Infrastructure Debt Reckoning

By a technology correspondent who has spent the better part of a decade watching engineering teams drown in YAML they wrote themselves.

April 15, 2026

by Igboanugo David Ugochukwu

CORE

· 3,251 Views

Runtime FinOps: Making Cloud Cost Observable

Treat cloud cost as a real-time system metric tied to deployments. With tagging, CI/CD estimates, and alerts to service owners, teams can catch spend spikes early.

April 15, 2026

by David Iyanu Jonathan

· 2,770 Views

AI-Driven DevOps for SaaS: From Reactive to Predictive Pipelines

LLMs automate risk analysis, config generation, and incident response boosting speed, reliability, and developer efficiency.

April 15, 2026

by Suresh Kurapati

· 2,712 Views

NeMo Agent Toolkit With Docker Model Runner

Agent observability is often missing in the rush to build AI agents. NeMo adds observability to AI agents, helping trace, evaluate, and debug multi-agent workflows.

April 15, 2026

by Siri Varma Vegiraju

CORE

· 2,629 Views

Faster Releases With DevOps: Java Microservices and Angular UI in CI/CD

Jenkins automates build, containerizes, and deploys to AWS on every Git commit across Java microservices and Angular apps.

April 14, 2026

by Kavitha Thiyagarajan

· 2,643 Views

How I Fixed a Silent Production Bug in Apache Airflow That Affected Thousands of Deployments

Pool names in Airflow can contain any characters, but the metrics system can't handle them. I traced the root cause and got a backwards-compatible fix and merged it.

April 14, 2026

by Pradeep Kalluri

· 2,535 Views

Designing AI-Assisted Integration Pipelines for Enterprise SaaS

AI automates Workday data mapping, reducing manual effort and boosting integration speed, accuracy, reliability, scalability, efficiency and maintainability.

April 13, 2026

by Suresh Kurapati

· 2,537 Views

SelfService HR Dashboards with Workday Extend and APIs

Workday Extend enables developers to turn HCM data into secure, self-service dashboards by consuming RaaS and REST APIs directly inside Workday.

April 13, 2026

by Suresh Kurapati

· 2,802 Views

Building End-to-End Payroll Integrations in Workday Using PECI and PICOF

PECI is the modern Workday payroll integration standard that reliably captures all effective changes end-to-end, while PICOF is a legacy fallback.

April 10, 2026

by Suresh Kurapati

· 3,147 Views

Content Security Policy Drift in Salesforce Lightning: Engineering Stable Embedded Integration Boundaries

CSP in Salesforce Lightning is re-evaluated on every page load, not a one-time setup. Vendor CDN shifts can silently break embedded integrations without a code change.

April 8, 2026

by Sarat Mahavratayajula

· 4,823 Views

Mastering Multi-Cloud Integration: SAFe 5.0, MuleSoft, and AWS - A Personal Journey

Using SAFe 5.0, MuleSoft and AWS can form modular, AI-enabled multi-cloud systems that reduce latency and align technology with business outcomes.

April 8, 2026

by Abhijit Roy

· 2,399 Views

Run AI Agents Safely With Docker Sandboxes: A Complete Walkthrough

A full walkthrough of how to set up Docker sandboxes on a local machine and how to run AI agents safely in YOLO mode without corrupting the host environment.

April 7, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 5,957 Views · 3 Likes

TOP-5 Lightweight Linux Distributions for Container Base Images

Choosing a base Linux image for containers is not just about the size. It is also about licensing, compatibility, update cadence, security posture, and support options.

April 7, 2026

by Catherine Edelveis

· 4,257 Views · 4 Likes

Docker Secrets Management: From Development to Production

Why environment variables leak, how Docker Swarm secrets work, when to use HashiCorp Vault, and building a layered approach to secrets in production containers.

April 7, 2026

by Shamsher Khan

CORE

· 3,100 Views · 1 Like

Spark on AmpereOne® M Arm Processors Reference Architecture

Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.

April 6, 2026

by RamaKrishna Nishtala

· 3,249 Views · 2 Likes

Chat with Your Oracle Database: SQLcl MCP + GitHub Copilot

MCP gives Copilot a standard way to call tools (like SQLcl) without custom integrations. SQLcl runs locally and talks to Oracle; SQL MCP exposes an MCP server over stdio.

April 3, 2026

by Sanjay Mishra

· 3,835 Views

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