Methodologies Resources

DevOps and Platform Engineering Readiness Checklist: Everything Needed for a Scalable, Secure, High-Velocity Delivery Platform

A practical checklist for platform engineering teams to improve DevOps, golden paths, reliability, governance, and developer experience at scale.

May 27, 2026

by Josephine Eskaline Joyce

CORE

· 3,389 Views · 2 Likes

Beyond Partitioning and Z-Order: A Deep Dive into Liquid Clustering for Unity Catalog Managed Tables

Liquid Clustering replaces rigid partitioning and Z-Order with adaptive clustering in Unity Catalog, improving performance with less maintenance.

May 26, 2026

by Seshendranath Balla Venkata

· 2,991 Views · 1 Like

Architecting an Embedded Efficiency Layer: A Platform Deep Dive into Day-Two Operational Tuning

Learn how platform teams can embed continuous optimization into internal developer platforms using GitOps, HITL workflows, and full-stack tuning.

May 26, 2026

by Graziano Casto

CORE

· 2,450 Views · 2 Likes

Product-Led Software Delivery: Intelligent Platforms for DevOps at Scale

Platform engineering helps DevOps teams scale with golden paths, DevEx metrics, automation, and AI guardrails that reduce friction and improve delivery.

May 25, 2026

by Fawaz Ghali, PhD

CORE

· 2,725 Views · 1 Like

A Deep Dive into Tracing Agentic Workflows (Part 1)

Agentic systems fail silently — loops, hallucinations, corrupted state. You can't debug or improve what you don't trace.

May 22, 2026

by VIVEK KATARYA

· 3,193 Views · 1 Like

Securing Everything: Mapping the Right Identity and Access Protocol (OIDC, OAuth2, and SAML) to the Right Identity

AuthN verifies identity and AuthZ defines access. Modern systems use OIDC, OAuth2, SAML, and M2M flows for secure human and machine access.

May 18, 2026

by Ananth Iyer

· 2,455 Views

The 7 Pillars of Meeting Design: Transforming Expensive Conversations into Decision Assets

Most meetings waste engineering time, increase latency, and break focus. The 7 Pillars of Meeting Design help teams create efficient, outcome-driven decisions.

May 12, 2026

by Otavio Santana

CORE

· 2,628 Views · 1 Like

The Death of "Text-Only" ChatOps: Why Google's A2UI Matters for DevOps and SRE

Google’s A2UI lets AI agents send secure JSON blueprints that render native, interactive UIs, replacing ChatOps text walls with click-to-act ops workflows.

May 8, 2026

by Deneesh Narayanasamy

· 2,132 Views

Designing Self-Healing AI Infrastructure: The Role of Autonomous Recovery

Distributed AI systems fail faster than humans can respond, making traditional response insufficient. Self-healing systems use telemetry and automation to recover early.

May 7, 2026

by Sayali Patil

· 4,946 Views · 5 Likes

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

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

· 3,251 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 Soni, FBCS

CORE

· 3,104 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

· 2,683 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

· 3,181 Views

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

· 2,769 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

· 3,403 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

· 2,969 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

· 4,918 Views · 1 Like

Securing Error Budgets: How Attackers Exploit Reliability Blind Spots in Cloud Systems

Attackers exploit SRE blind spots. Treat security like reliability: track breach budgets, monitor configs and access, automate detection, and respond systematically.

April 2, 2026

by Oreoluwa Omoike

· 2,921 Views · 1 Like

Reliability Is Security: Why SRE Teams Are Becoming the Frontline of Cloud Defense

In cloud systems, reliability and security are the same problem — security changes can cause outages, and attacks often appear as operational issues.

March 31, 2026

by Oreoluwa Omoike

· 3,562 Views · 1 Like

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