Culture and Methodologies Resources

Cost Is an SLI: Why Your System Is “Healthy” but Burning Cash

Runaway cloud spend hides in healthy systems — driven by poor cost visibility, idle resources, and scaling inefficiencies. Fix it with cost-per-request metrics.

May 4, 2026

by David Iyanu Jonathan

· 1,855 Views

Integrating AI-Driven Decision-Making in Agile Frameworks: A Deep Dive into Real-World Applications and Challenges

AI + Agile boosts workflows via adaptability, retrospectives, and automation. Biggest gains come with human oversight, despite skills gaps and lack of standards.

May 4, 2026

by Abhijit Roy

· 2,506 Views · 2 Likes

The Technical Evolution of Video Production: AI Automation vs. Traditional Workflows

Video editing is now a collaboration between humans and AI. This collaboration lets creators scale production faster and cheaper without losing the soul of their work.

April 29, 2026

by Faith Adeyinka

· 2,663 Views · 1 Like

The Bill You Didn't See Coming

Egress — not compute — drives surprise cloud costs. Fix it by designing for data locality, using compression/caching wisely, and actively monitoring data flows.

April 28, 2026

by David Iyanu Jonathan

· 3,231 Views · 1 Like

65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

Agentic AI is the next frontier for enterprises. This guide covers technical architectures, multi-agent design, and deployment readiness.

April 28, 2026

by Jubin Abhishek Soni

CORE

· 3,094 Views

AI vs. Ageism: The Tech Industry’s Great Reset

AI is erasing tech’s age bias by boosting older workers’ speed and amplifying their experience—making them more productive, reliable, and valuable than ever.

April 28, 2026

by Chimela Caesar

· 2,074 Views · 2 Likes

How Rule Engines Transform Business Agility and Code Simplicity

Rule Engines Decoded: From Code Bloat to Business Agility. This separation accelerates change, empowers domain experts, and cleans up complex codebases.

April 28, 2026

by Venkatesh S

· 1,692 Views · 1 Like

Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective

AI + MuleSoft + AWS enhance SAFe with automated insights, better integration, and smarter DevOps—guided by human judgment.

April 22, 2026

by Abhijit Roy

· 2,797 Views

Algorithmic Circuit Breakers: Engineering Hard Stop Safety Into Autonomous Agent Workflows

Autonomous agents fail by persisting: they retry, replan, and chain tools, increasing risk, cost, and potential blast radius without strict safety controls.

April 22, 2026

by Williams Ugbomeh

· 2,660 Views · 1 Like

SPACE Framework in the AI Era: Why Developer Productivity Metrics Need a Rethink Right Now

AI coding tools boost commit metrics, but hide deeper issues. Learn how the SPACE framework reveals real developer productivity beyond traditional DevOps metrics.

April 21, 2026

by Sreejith Velappan

· 3,141 Views

AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026

Boost your velocity with AI-orchestrated workflows. Learn best practices for prompt engineering, automated reviews, and secure code generation.

April 17, 2026

by Jubin Abhishek Soni

CORE

· 2,969 Views · 1 Like

Velocity Is Not Enough: Rethinking Risk in Agile Software Development

Feature burndown doesn’t guarantee stability. Agile teams must actively manage risk every sprint to avoid accelerating hidden liability.

April 17, 2026

by Shreya Sridhar

· 2,750 Views · 3 Likes

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

· 3,389 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

· 2,915 Views

The Hidden Engineering Cost of XML in Enterprise Development Workflows

XML is still common in enterprise systems, but manual creation and schema changes create avoidable errors and debugging overhead.

April 14, 2026

by Moeez Ayub

· 2,481 Views

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 2,944 Views · 1 Like

AI in SRE: What's Actually Coming in 2026

A practical look at where AI genuinely helps SRE teams, and what “AI-powered operations” can realistically deliver in production.

April 13, 2026

by Ashly Joseph

· 4,800 Views · 1 Like

6 Books That Changed How I Think About Software Engineering in 2026

These six reshaped how I think about engineering: strategy, emotional intelligence, team effectiveness, software design coupling, ultralearning, and docs-as-code.

April 9, 2026

by Otavio Santana

CORE

· 4,957 Views · 2 Likes

Accelerating Your Software Engineering Career With Open Source and Jakarta EE

Open source turns preparation into visibility. Combined with open standards like Jakarta EE, it builds credibility, adaptability, and real-world impact.

April 8, 2026

by Otavio Santana

CORE

· 4,773 Views · 1 Like

Building a State-Driven Workflow Engine for AI Applications

This article presents a Shell and Node pattern that decouples state, nodes, and routing into composable units, instead of traditional if/else chains.

April 7, 2026

by horus he

· 3,964 Views · 2 Likes

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