How platform teams can safely deploy AI agents in regulated industries. Unifying privilege separation and the validation loop creates a single governance system that satisfies security and compliance
Platform Engineering
https://platformengineering.org/blog · 100 posts · history since 2026 · active
3 Jun
29 May
Discover the four levels of agentic software development. Learn how evolving your platform from human-in-the-loop to autonomous systems drives up to 30% throughput gains
From AI-powered IDPs to AI/ML-ready platforms, AI is redefining platform engineering. Learn how teams are navigating the risks, hype, and delivering real-world impact.
Platform engineering and Internal Developer Platforms have taken the tech world by storm, but what does a platform team actually look like? Let’s take a look.
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Unlock success in platform engineering: Avoid common pitfalls, embrace MVP approach, and win stakeholder support for a transformative IDP initiative.
Platform engineering is the discipline of designing and building toolchains and workflows that enable self-service capabilities for software engineering organizations in the cloud-native era. Platform engineers provide an integrated product most often referred to as an “Internal Developer Platform” covering the operational necessities of the entire lifecycle of an application.
27 May
Platform engineering is transforming software development, streamlining operations, and redefining roles. Embrace the shift or risk becoming obsolete.
22 May
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PlatformEngineering.org introduces Platform Engineering Consulting (PEC), its consulting and advisory wing. Leverage our decades of experience to overcome the five common platform engineering mistakes and successfully navigate the agentic shift and AI mandates
Break the FinOps/SRE/Developer friction by transforming optimization into an automated, invisible platform capability. Achieve continuous cost and performance balance through GitOps
18 May
The EU’s Cyber Resilience Act (CRA) mandates secure software by design. Discover how platform engineering operationalizes compliance by embedding secure-by-default standards, automated SBOMs, and rapid incident reporting into your Internal Development Platform (IDP). This approach transforms compliance into a frictionless golden path
A CVE record is dense with jargon and hidden assumptions. Demystify the Common Vulnerabilities & Exposures (CVE) system and learn how to read and respond effectively to new vulnerabilities, including understanding CVSS severity scores, CPEs for applicability, and CWEs for root cause analysis
Stop fighting for "total assimilation." Learn how the federated platform model uses Star Trek metaphors and diplomatic tactics to overcome political friction, enable interoperability, and successfully scale platform engineering in the enterprise by turning platform detractors into allies
Use the Agent Reliability Score, a 28-test framework, to evaluate your AI platform's readiness. Ensure reliability contracts, context validation, and guardrails before agents go live
Core platform capabilities to shift vulnerability management down: hardened images, policy-as-code, secure templates, secret rotation, scanning, and remediation
Learn how to scale GitOps from 1 to 50+ clusters using advanced state store patterns (OCI, ConfigHub), multi-cluster topology, and enterprise secrets/policy management
Frameworks to measure platform success and maturity using DORA, SPACE, and MVP metrics—linking technical outcomes to ROI, adoption, and funding
Explore the evolution of platform engineering from static automation to governed, bounded autonomy. Learn how goal-driven, context-aware AI agents reduce cognitive load and scale complex platforms safely within defined constraints
Tactical frameworks to secure executive sponsorship for an IDP: translate benefits into business outcomes, model ROI, handle objections, and drive adoption.
Five actionable recommendations for platform teams in 2026 to maximize ROI, drive adoption, integrate AI, and build effective, scalable platform strategies
Assess if your platform engineering initiative is on track. Learn about measurement, investment, adoption, culture, and maturity benchmarks for success.
NIIT enabled Kyndryl to certify 100+ platform engineers, fostering shared language and organizational transformation through team-based certification programs
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Discover why IT service providers are vital for enterprise platform engineering success: cultural change, talent shortages, and adapting to rapid technical evolution.
13 May
The shift to autonomous AI coding agents is a liability risk in financial services and government. Discover why workspace-level governance is essential for compliance and safe operationalization
22 Apr
Explore the top 10 new Alpha features in Kubernetes 1.36. Learn about 5 DRA advancements for AI/ML workloads, workload-aware scheduling, new security policies, and major scalability gains
20 Apr
Autonomous cloud operations require legible infrastructure. Learn why defining your infrastructure ontology is the prerequisite for continuous governance and closing the Operational Gap between intent and reality
Rethink platform health: why uptime isn’t enough. Learn how adoption, developer experience, reliability, and toil reveal your platform’s real impact.
Move from DevOps to platform engineering. Learn golden paths, platform thinking, and why demand is rising for skilled platform engineers
The essential interview guide for Platform Engineers. Learn to go beyond technical depth and demonstrate product thinking, ROI, golden paths, and developer empathy to secure your next role
Lessons and a "what not to do" compilation for organizations implementing a golden path. It moves beyond the theoretical concept to cover the difficult realities of implementation
AI agents need production infrastructure. AURA is Mezmo's open-source agentic harness, offering declarative composition, multi-agent orchestration, and deep observability
Discover "the empathy gap" in platform engineering. Learn why relying only on APIs and DORA metrics leads to low Internal Developer Platform (IDP) adoption, and how treating your platform as a product with great UX can reduce cognitive friction and bring developers joy
Explore why running containers in Virtual Machines (VMs) with a platform engineering strategy is essential for modern cloud environments. Learn how VMs deliver superior security, isolation, and resource management compared to bare metal, while achieving performance parity.
Learn how to prove the value of platform engineering to executives. This article outlines the essential metrics—from velocity and AI impact to developer sentiment—needed to quantify the success of your Internal Developer Platform (IDP) and keep pace with evolving AI capabilities.
31 Mar
A practical guide to building a Platform Scorecard to prove the value of your platform engineering team. Learn what to measure first by focusing on four key areas: North star, Adoption, Platform health (including DORA/SLOs), and Financials
19 Mar
GitOps tools like Argo CD won't solve underlying organizational issues. This article argues that GitOps is an organizational decision that exposes pre-existing ambiguity around ownership, production responsibility, and trust boundaries. Learn why clear organizational design is the true foundation for GitOps success.
16 Mar
Is your platform engineering initiative struggling? Data shows cultural and organizational barriers, not technical ones, are the biggest hurdle. Learn why developer adoption is the top challenge, how to build an MVP, secure executive buy-in, and measure ROI for platform success based on the State of Platform Engineering Vol 4 report.
6 Mar
Learn the three fatal mistakes of building and IDP and how to succeed with a Platform as a Product (PaaP) mindset
Explore how Agent Skills fit into the platform engineering stack, the security risks of public skill libraries, and how OSM helps detect malicious AI skills
As state AI laws collide, healthcare organizations face mounting compliance risk and vendor lock-in. Learn why platform sovereignty—policy-as-code, golden paths, and internal developer portals—is the only scalable defense against a 50-state regulatory civil war
1 Mar
A platform engineer's guide to production GitOps architecture. Master advanced patterns, multi-cluster strategies, security, and avoid critical anti-patterns for scale
26 Feb
Discover how one platform team shifted from "teams doing observability" to self-service observability by embedding OpenTelemetry into a NestJS Platform SDK. Learn the four pillars of their policy approach to achieve consistency, cost guardrails, and scale for 90+ internal teams, leading to a 4× TPS improvement
Choosing the right GitOps tool is complex. This guide cuts through the noise, comparing Argo CD, Flux CD, and Sveltos. Learn the four GitOps principles, how to match tool strengths to your operational topology, and the crucial 80% of discipline needed for successful adoption
25 Feb
Framework for aligning executives, developers, and ops on an internal developer platform vision using shared language, metrics, and product-minded roadmaps
23 Feb
Supercharge your SDLC and design the next generation of infrastructure for AI/ML workloads. Learn AI-native platform engineering from Mallory Haigh
Discover the 10 best observability tools for platform engineers in 2026. Learn how to meet the dual mandate of operational visibility and developer self-service by prioritizing OpenTelemetry support, transparent pricing, and seamless integration with your platform.
Standardize observability across your platform with OpenTelemetry. Eliminate fragmented telemetry, reduce incident resolution time, and avoid vendor lock-in.
Learn why platform engineers must observe infrastructure and empower developers with effortless app monitoring and how OpenTelemetry enables both at scale.
20 Feb
Manual CVE triage doesn’t scale. Break the CVE doom cycle by shifting vulnerability management into the platform with golden paths and automation
16 Feb
Platform Product Managers drive internal developer platform strategy, bridging technical capabilities and developer needs through research, roadmaps, and stakeholder management.
Observability platform engineering treats observability as a core platform capability, enabling operational visibility for infrastructure and seamless developer experience.
12 Feb
Get the unvarnished reality of being a platform engineer in 2026. Data on average salary, the 6 specialized roles, AI competency, and the #1 challenge: developer adoption
Discover 2026 platform engineering maturity trends: AI integration, product management, measurement, and investment requirements shaping the industry's future.
9 Feb
Bridge the gap between GitOps 101 and enterprise reality. Learn multi-cluster, policy-driven GitOps for Platform Engineering from expert Artem Lajko
Platform PM framework: Shift from tool standardization to product thinking. Learn to build AI-enabled vs AI-native stacks to boost developer productivity
3 Feb
Runtime security monitoring detects zero-days, container escapes, and privilege escalations in production. Discover how eBPF enables 'invisible, always-on' protection for platform engineers
2 Feb
How converging OLTP and OLAP architectures are driving 'Continuous Analytics', the CI/CD moment for data to deliver real-time, unified insights and operational simplicity.
30 Jan
Secure your cloud-native platform with Zero Trust Architecture. Explore ZTA principles, service identity (SPIFFE/SPIRE), and policy-as-code for automated, developer-friendly security
LLMs have the potential to change the way we work for the better. Here are some use cases and considerations we should start thinking about now.
Product-centric approach is vital for platform success, but it is important to stay aware of potential stumbling blocks.
HashiCorp's license change sparked the Terraform vs OpenTofu debate. Compare governance, licensing (BSL vs MPL 2.0), state encryption, and strategic fit for your platform engineering strategy.
Platform engineering is the future of software delivery. Discover how this emerging discipline inspired a movement of 15k+ platform pioneers in just two years.
29 Jan
Repository security gaps: Distributed dependency access bypasses centralized analysis. Virtual Registries offer the critical inline control plane to enforce artifact security policies across your CI/CD pipeline.
Discover five product management principles crucial for driving adoption and business value in internal developer platforms, focusing on developer needs
25 Jan
Policy as Code for platform engineers. Automate governance, ensure compliance, and get fast security feedback. Learn best practices and compare OPA, Gatekeeper, and Kyverno
Transitioning from DevOps to Platform Engineering? This guide maps the essential technical and product skills you need, from mastering golden paths and developer portals to adopting product thinking and user research. Learn how to leverage your DevOps foundation for success in building Internal Developer Platforms (IDPs).
21 Jan
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Platform engineering adoption is critical. Discover how developer experience, onboarding, and MVP platforms drive successful internal developer platforms.
With Platform Orchestration becoming integral to the way companies build and deploy to their cloud native setups, we find ourselves on the cusp of a new phase in the cloud wars.
Platform engineering success hinges on organizational alignment and cultural shift, not just tools. Discover what enterprises actually prioritize in service providers: from trust and workflow understanding to context-specific adaptation and stakeholder translation to win big in the $50B market.
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Discover the top 10 platform engineering tools for 2025, spanning CI/CD, orchestrators, portals, IaC, and more. Learn how to build cutting-edge Internal Developer Platforms
A practical guide comparing Terraform, Pulumi, and Crossplane for platform engineers and DevOps teams. Learn key differences, strengths, and how to choose the best IaC tool for your infrastructure needs.
TEFCA is turning “voluntary” healthcare data exchange into de facto mandatory compliance - forcing platform teams to rebuild consent, governance, and multi-state policy controls. Here’s how to scale it with policy-as-code.
Most platform engineering initiatives fail despite great tech. The secret? Think like a product manager, treat your developers as customers and focus on developer adoption over automation.
KubeCon Paris 2024 was more about the capabilities and the interfaces with the Platforms.
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Security platform engineers embed security into Internal Developer Platforms, automating controls and ensuring secure-by-default practices for faster, safer, and compliant software delivery.
Learn what 2,000 students taught us about platform engineering. Discover why senior engineers and platform leaders are the primary audience, and how our single course evolved into a certification architecture for shared team language and best practices.
With cloud costs skyrocketing, and increasing complexity driving larger and larger headcounts, engineering costs are ballooning and platform engineering could be the solution.
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Learn how to optimize platform engineering with effective “vendor engineering” vendor management strategies, focusing on technical fit, business alignment, and long-term success.
Platform engineering tools you need for 2026, framed by adoption-first thinking, three-tier architecture, and the must-know stack from K8s to AI.
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Developer flow state vs. infrastructure safety: It's a false choice. Discover the breakthrough that makes governance work with developers, not against.
Discover the hot trends shaping platform engineering for AI and learn more about the shift toward autonomous, governance-first, and unified DevOps/MLOps workflows.
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Many companies don’t fail to implement an Internal Developer Platform (IDP) because of a lack of technical skills: they fail because of an education gap.
Insights from over 500 engineers. Explore the shift to 'AI-native,' the 'dual mandate,' 'shifting down,' and key trends for 2026.
Evaluate 10 FinOps tools platform engineers need in 2026 for Kubernetes-native, multi-cloud cost optimization. Focus on API-first architecture, GitOps, and the 4Rs framework.
Platform Engineers balance simplicity and flexibility with Kubernetes. By leveraging its consistent API and integrating data management, they reduce technical debt and streamline infrastructure management.
Many organizations are stifling developer creativity at the expense of their bottom line. Learn how to drive developer joy and why it pays off.
Learn best practices for seamless platform tool migrations: reduce disruption, maintain developer productivity, and ensure smooth adoption
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Virtual clusters increase the productivity of platform engineering teams by enabling self-service for developers, by reducing Kubernetes sprawl, and by providing more fine-grained control over Kubernetes environments.
There are numerous other experiences from which we can learn as we deliver solutions for our fellow developers. These experiences can help us identify areas where we can improve and continue to innovate in the platform space to assist our developers in supporting the missions of our companies.
Streamline cloud-to-cloud migrations by automating resource discovery, ensuring compliance, and visualizing architecture for a faster, secure transition.
Explore version 2.0 of cloud-agnostic IDP reference architectures for AWS, GCP, and Azure, featuring multi-platform support, AI integration, and embedded security for modern enterprise platform teams.
Platform engineering boosts developer productivity by creating self-service platforms. Learn what platform engineers do, why demand is rising, and how to become one.
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2024 was a landmark year for platform engineering, exemplified by explosive growth, PlatformCon's massive success, certifications, training, and its rise in Gartner Hype Cycles.
Kyverno with CEL support provides Policy-as-Code for Kubernetes governance. Enforce security, automate guardrails, and boost developer velocity for platform engineering teams.