Why your team isn't getting faster with AI
Hitting your PR count feels productive, but maybe it's not. Sometimes you have to slow down to 10x.
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Resolve's Agents of IT podcast - Ep. 16 - Can AI Fix Broken Work Without Breaking Security?
In this episode of Agents of IT, host Ari Stowe sits down with producer Ian Coppock for a fast-paced, no-filter discussion on one of the hottest topics in enterprise tech: AI, security, and the reality of modern work. Is AI introducing new security risks, or just exposing the ones that were already there? The answer is both. From overprivileged access to machine identities, Ari and Ian break down what’s actually changing and what isn’t. They challenge the idea that AI alone will fix broken workflows and explore why intentional design, guardrails, and orchestration matter more than ever.
Why Autonomous AI Agents Can't Run on SaaS Infrastructure
The era of the “copilot” is ending. We are moving rapidly toward the era of the autonomous software factory, where autonomous agents don’t just autocomplete our code—they investigate, plan, test, and merge entire features while we sleep. But this shift has exposed a critical flaw in how we consume AI. For the past decade, the default motion for enterprise software has been SaaS. It’s easy, frictionless, and managed by someone else.
Deterministic by Design: How Harness Grounds AI Agents in Structured Data | Harness Blog
When AI agents operate across a multi-module platform like Harness (from CI/CD to DevSecOps to FinOps), the number one goal is to give you answers that are correct, consistent, and grounded in real data. Getting there requires a deliberate architectural choice: when a question can be answered from structured platform data, the agent should use a schema-driven Knowledge Graph rather than raw API calls via MCP. The principle is simple: if the data is modeled, retrieval should be deterministic.
Phil Christianson on Balancing Innovation and Reliability in Modern Product Teams | Harness Blog
At SREday NYC 2026, the ShipTalk podcast spoke with Phil Christianson, Chief Product Officer at Xurrent, for a leadership perspective on the intersection of product strategy, engineering investment, and platform reliability. While many of the conversations at the conference focused on tools, automation, and incident response, Phil offered a view from the C-suite level, where decisions about engineering priorities and R&D investment ultimately shape how reliability practices evolve.
Software development standards and best practices
Every engineering team wants to ship high-quality, reliable software quickly. Historically, engineers used a few guiding principles to help them consistently write clean code: keep code DRY, shift security left, write solid test cases, own your services, document your runbooks, and more.
Kosli and Adaptavist Partner to Automate Governance for AI driven Software Delivery
Today, Kosli and Adaptavist announce a strategic partnership to help regulated enterprises automate governance for AI driven software delivery - making it automated, continuous, and evidence-driven rather than a manual checkpoint that sits apart from DevOps and CI/CD. Adaptavist brings deep enterprise DevOps transformation expertise: assessment and strategy, DevSecOps integration, developer experience, and implementation across Atlassian, GitLab, and AWS.
How to Catch AI Code Mistakes Before They Reach Production
AI can write code fast, but it makes mistakes humans often don't. In this session from Ole Lensmar, CTO of Testkube, breaks down the real quality risks of AI-generated code and how engineering teams can build guardrails before those bugs hit production. What you'll learn: Common mistakes LLMs make (and which ones are unique to AI) Whether you're a developer leaning on AI to ship faster or a QA lead trying to keep up with the pace of AI-generated code, this talk gives you a practical framework for staying ahead of quality issues.
7 reasons Civo's UK sovereign cloud secures regulated workloads
Sovereignty is one of those words that gets stretched until it means almost nothing. Vendors apply it to any infrastructure with a UK data center, regardless of who owns the parent company or which jurisdiction's courts govern the contract. For a developer running a personal project, that ambiguity is probably fine. For a fintech under FCA oversight, an NHS trust processing patient data, or a legal firm handling privileged communications, it isn't.
Generate a Puppet Module Using GitHub Copilot and VS Code
This tutorial shows how to use GitHub Copilot with the Puppet Model Context Protocol (MCP) server to generate, validate, and refine a Puppet module—even if you’re new to Puppet development.