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State of AI in FinOps 2026
New Harness research reveals how rising AI costs, ownership gaps, and limited cost visibility are preventing enterprises from maximizing AI ROI and controlling AI spend.
State of AI in FinOps 2026
Library
Resources
Guides, reports, and on-demand sessions for modern engineering teams.
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eBook
Featured
Zero-Day, Zero Delay: Your Mythos & AI-Era Vulnerability Guide
The news of Mythos and Project Glasswing demonstrated that the vulnerability that once existed is now nearly closed. How security and development teams respond to risk has changed. This is your guide to zero-day attacks in the era of Mythos and AI.
Zero-Day, Zero Delay: Your Mythos & AI-Era Vulnerability Guide
Research Report
Featured
The State of AI in Software Engineering | Resources
AI-powered coding alone isn’t enough. True software delivery velocity requires end-to-end automation and intelligent governance across the entire lifecycle.
The State of AI in Software Engineering | Resources
Research Report
Featured
The State of Software Engineering Excellence
Organizations everywhere are racing to modernize DevOps and elevate the developer experience, but how close are they to actually delivering?
The State of Software Engineering Excellence
eBook
Featured
Data Security Whitepaper
Comprehensive overview of how Harness protects data across its platform using embedded privacy, end-to-end security, and responsible AI.
Data Security Whitepaper
eBook
Featured
Managing Feature Flags
A guide to feature flagging for continuous delivery, experimentation, and risk management, covering best practices for scaling and automation.
Managing Feature Flags
eBook
Featured
Harness Platform: Security & Privacy - 2025
Discover how the Harness Platform ensures secure, compliant, and automated software delivery with AI-driven security and privacy controls.
Harness Platform: Security & Privacy - 2025
eBook
Featured
Field Guide to Progressive Delivery + Experimentation
A guide to progressive delivery and feature experimentation, covering feature flags, controlled rollouts, A/B testing, and data-driven software releases.
Field Guide to Progressive Delivery + Experimentation
On-demand Webinar
Featured
Explore key updates to our Internal Developer Portal
In this webinar, we show how Harness’s latest product release is elevating the developer experience for engineering organizations. We unveil the latest major updates to our Internal Developer Portal.
Explore key updates to our Internal Developer Portal
eBook
Featured
AI-Native Software Delivery: Produce High-Quality Software Faster
Discover how to apply AI beyond coding assistants to modernize CI/CD, automate delivery, and build safer, smarter, AI-native pipelines—without sacrificing speed, security, or governance.
AI-Native Software Delivery: Produce High-Quality Software Faster
On-demand Webinar
Better Together: Nothing Ships to Broken Ground
In 25 minutes, we’ll show how Harness IaCM with Database DevOps brings infrastructure and database delivery into the same operational model as application delivery: versioned changes, approval workflows, policy gates, compliance checks, and end-to-end auditability.
Better Together: Nothing Ships to Broken Ground
On-demand Webinar
Your AI coding spend is soaring, but can you prove its ROI?
In this on-demand panel, we will explore how to map developer coding tools — such as Cursor, GitHub Copilot, and Claude Code — to the delivery outcomes they actually move.
Your AI coding spend is soaring, but can you prove its ROI?
On-demand Webinar
Autonomous Worker Agents, Live: Governed AI That Ships
What Autonomous Worker Agents are, why governance has to be inherited and not bolted on, and how they fit into the pipelines you're already running today.
Autonomous Worker Agents, Live: Governed AI That Ships
On-demand Webinar
AI Writes Code Fast. Can You Trust What Gets Deployed?
In this session, we’ll explore how AI-generated code is reshaping software supply chain risk, why traditional security approaches are struggling to keep pace, and what modern artifact governance should look like in high-velocity engineering environments.
AI Writes Code Fast. Can You Trust What Gets Deployed?
On-demand Webinar
Beyond the Prompt: Governing AI Behavior Like You Govern Releases
Join us for a live demo of AI Configs, Harness's answer to controlling AI behavior with the same discipline you apply to feature releases: progressive rollout, experimentation, and kill switches, all governed by the same pipeline as the rest of your delivery process.
Beyond the Prompt: Governing AI Behavior Like You Govern Releases
On-demand Webinar
Governance is the platform problem worth solving
This panel brings together platform engineering leaders to explain how governance controls are becoming an integral part of the platform, which approaches are creating friction, and what teams have learned from the trial-and-error of scaling systems.
Governance is the platform problem worth solving
On-demand Webinar
Better Together with Harness: Deploying a feature and releasing it are two different things.
When every deploy is a full release, your pipeline speed is capped by your release risk. See how Harness CD and FME work better together to let you ship continuously and release safely.
Better Together with Harness: Deploying a feature and releasing it are two different things.
On-demand Webinar
Engineering for the Agentic Era: How to Spec, Build, Test, and Operate AI-Powered Systems
This session explores three critical shifts for AI-native software delivery. You'll leave with a practical framework for Spec-Driven Development, actionable agent design guidelines, an ORR checklist template, and a testing strategy matrix for agentic systems.
Engineering for the Agentic Era: How to Spec, Build, Test, and Operate AI-Powered Systems
On-demand Webinar
How to clean up the tech debt your AI is creating
In this expert panel for engineering leaders, we offer strategies for how to clean up your immense technical debt, so you can finally unlock AI speed at scale.
How to clean up the tech debt your AI is creating
On-demand Webinar
From AI Adoption to AI ROI: Measuring What Coding Agents Actually Produce
Join Harness for a conversation on how engineering leaders can move beyond seats, usage, and token consumption to understand which AI-assisted workflows are helping teams ship better software faster.
From AI Adoption to AI ROI: Measuring What Coding Agents Actually Produce
On-demand Webinar
Modernizing Infrastructure Automation: Day 2 Operations, AI Agents, and the Future of IaCM
In this webinar, we’ll explore how organizations are evolving beyond fragmented Infrastructure as Code and configuration management practices into unified, policy-driven infrastructure operations with Harness and emerging AI-assisted workflows.
Modernizing Infrastructure Automation: Day 2 Operations, AI Agents, and the Future of IaCM
On-demand Webinar
From 0-Day to Fix: How to Respond at the Speed of Mythos
This webinar walks through a practical, end-to-end response framework — from shielding production the moment a CVE drops, to proving remediation is actually in place — and makes the case that closing the gap between detection and deployment is the defining challenge of the Mythos era.
From 0-Day to Fix: How to Respond at the Speed of Mythos
On-demand Webinar
Resilience Testing Is Non-Negotiable: Making It a First-Class Citizen in Your SDLC
Join Uma Mukkara, Head of Harness Resilience Testing and Co-Creator of LitmusChaos, for a practical session on embedding resilience testing into your SDLC
Resilience Testing Is Non-Negotiable: Making It a First-Class Citizen in Your SDLC
eBook
The AI ROI Playbook: From Token Spend to Business Outcomes
Are you getting ROI from your AI? Build a framework for connecting AI investment to what actually counts: shipped software, resolved tickets, and revenue.
The AI ROI Playbook: From Token Spend to Business Outcomes
On-demand Webinar
More AI Code, Less Certainty: Why Production Measurement Is the New Code Review
In this webinar, we’ll explore why production measurement is becoming the new gold standard for validating AI-generated software.
More AI Code, Less Certainty: Why Production Measurement Is the New Code Review
On-demand Webinar
Beyond Demos: Building Production-Ready AI Agents with Structured Enterprise Access
This community roundtable walks through how to evolve a data platform into a robust, agent-ready platform. We will focus on practical design patterns that make agents truly usable in real production environments.
Beyond Demos: Building Production-Ready AI Agents with Structured Enterprise Access
On-demand Webinar
Better Together with Harness - Your pipeline ships fast. Do you know what it's shipping?
AI is accelerating development and your artifact supply chain is the new attack surface. See how Harness CI/CD, STO, and Artifact Registry work better together to close the gap between "built" and "trusted."
Better Together with Harness - Your pipeline ships fast. Do you know what it's shipping?
On-demand Webinar
Getting Mythos-Ready: A Security and Engineering Problem
This webinar will explore how to rebuild the partnership between Security and Engineering, redraw ownership boundaries, and make the case for change to the CEO and board.
Getting Mythos-Ready: A Security and Engineering Problem
On-demand Webinar
From AI Output to Engineering Outcomes
In this session, we’ll break down how to build a more accurate view of engineering performance in the age of AI, focusing on how to connect day-to-day development work to delivery health, team effectiveness, and broader business goals.
From AI Output to Engineering Outcomes
On-demand Webinar
Shipping Faster, Breaking More: Rethinking Delivery Systems in the Age of AI
This session explores why rapid code creation is amplifying downstream bottlenecks and increasing operational strain. We’ll examine how fragmented toolchains and manual handoffs turn AI speed into a liability.
Shipping Faster, Breaking More: Rethinking Delivery Systems in the Age of AI
eBook
Experimentation: A Nice-to-Have?
Learn why experimentation is becoming a critical capability for modern software teams and how it drives faster innovation, reduced risk, and better business outcomes.
Experimentation:
A Nice-to-Have?
eBook
Evolving Feature Management & Experimentation
We make the case for treating feature releases as an automated, policy-governed pipeline — not a manual developer task. We walk through the operational risks of leaving flag operations to humans, the policies and enterprise controls Harness customers use out of the box, and how ADP and DigiCert turned automated FME into measurable business outcomes — including a 105% ROI and a move from three-nines to four-nines uptime.
Evolving Feature Management & Experimentation
On-demand Webinar
Multi-Million-Dollar Lessons: What FinOps Maturity Actually Looks Like
This webinar will dive into the common pitfalls teams face early on—reporting that doesn’t matter, optimization efforts that go ignored, and the struggle to drive adoption across engineering.
Multi-Million-Dollar Lessons: What FinOps Maturity Actually Looks Like
On-demand Webinar
IaC Isn’t Enough for Database Delivery
In this session, we’ll explore how this shift is taking shape. We’ll look at the principles behind unifying infrastructure and database workflows, how leading teams are reducing risk while increasing delivery velocity, and what it takes to bring stateful systems into the same continuous delivery model as application code.
IaC Isn’t Enough for Database Delivery
On-demand Webinar
Safely Accelerate Releases With Pipelines and Feature Flags
In this live webinar, we will break down how teams are combining pipelines and feature flags to bring structure, visibility, and control back to software rollouts.
Safely Accelerate Releases With Pipelines and Feature Flags
Datasheet
Application Security
A high-level overview of Harness's complete application security platform — spanning testing, runtime protection, and AI-native application security in a single unified solution.
Application Security
Datasheet
AI Security
Harness AI Security is purpose-built to discover, test, and protect AI-native applications — addressing a growing blind spot as organizations build with LLMs, AI agents, and MCP components that traditional security tools weren't designed to cover.
AI Security
Datasheet
Application Security Testing (AST)
Harness AST is a pipeline-native approach to application security testing, built to help organizations scale security coverage across hundreds or thousands of pipelines without the overhead of traditional AppSec tools.
Application Security Testing (AST)
Datasheet
Security Testing Orchestration (STO)
Harness STO solves one of the most common problems in mature AppSec programs: too many scanners, too much noise, and not enough signal. STO acts as a single orchestration layer across all your security tools and pipelines.
Security Testing Orchestration (STO)
Datasheet
Web Application & API Protection (WAAP)
Harness WAAP by Traceable is a unified platform for securing modern applications and APIs across their entire lifecycle — combining API discovery, testing, protection, bot defense, and WAF in one integrated solution.
Web Application & API Protection (WAAP)
Datasheet
Supply Chain Security (SCS)
Harness SCS protects your software supply chain from the moment a dependency is introduced through final deployment. As attackers increasingly target build pipelines and open source packages rather than applications themselves, SCS gives teams the visibility, policy controls, and provenance needed to trust every artifact they ship. Learn: How Harness blocks non-compliant dependencies at build time — not just flags them SBOM generation, artifact signing, and SLSA compliance built natively into pipelines CI/CD toolchain scanning and zero-day response capabilities Audit-ready compliance reporting aligned to CIS Benchmarks and OWASP Top 10
Supply Chain Security (SCS)
eBook
The Platform Engineer’s Guide to Sustainable Module Management
Learn how platform teams manage Terraform modules at scale with governance, lifecycle control, and best practices for secure infrastructure.
The Platform Engineer’s Guide to Sustainable Module Management
eBook
The API Visibility Trap: When Excessive Signal Complicates Protection
Enterprise teams drown in security signals. API security strategy includes visibility and protection priorities, and where you instrument applications matters.
The API Visibility Trap: When Excessive Signal Complicates Protection
On-demand Webinar
Overcome the Argo Ceiling with Harness
Drawing on what we’ve seen with customers, we’ll cover the operational bottlenecks that emerge as GitOps matures and show how Harness helps teams move beyond controller sprawl with better visibility, stronger governance, and more scalable orchestration.
Overcome the Argo Ceiling with Harness
On-demand Webinar
Experimentation: Your Secret Weapon For Validating AI-Generated Code
In this webinar, we’ll show how teams can use experimentation to validate AI-generated code in the real world instead of relying on guesswork, delayed feedback or broad production rollouts.
Experimentation: Your Secret Weapon For Validating AI-Generated Code
On-demand Webinar
Designing a Control Plane for Cloud Infrastructure: Governance, State, and Continuous Orchestration
This session examines how to design a control plane for infrastructure delivery. We’ll cover patterns for policy enforcement, state management, change coordination between provisioning and configuration layers, secrets governance, and cross-team RBAC.
Designing a Control Plane for Cloud Infrastructure: Governance, State, and Continuous Orchestration
On-demand Webinar
Taming AI Code Sprawl With Harness Feature Flag Policies
In this webinar, we’ll show how the new Harness Feature Management and Experimentation (FME) support for Harness Policies helps teams bring governance to feature delivery without sacrificing velocity.
Taming AI Code Sprawl With Harness Feature Flag Policies
On-demand Webinar
Demystifying AI SAST: How AI Helps SAST Finally Work
Join this webinar to learn how AI is reshaping SAST and what it means for your application security strategy.
Demystifying AI SAST: How AI Helps SAST Finally Work
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