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Accelerating Software Development: Modern SDLC Practices with AI and Automation

Sep 30, 2025 By Alin Dobra In Bunnyshell

Modern software teams - especially in fast-paced SaaS startups - face constant pressure to deliver features quickly without compromising quality. The Software Development Life Cycle (SDLC) has evolved significantly in recent years, and embracing new AI-powered tools and automated workflows can dramatically increase a team's velocity. In this whitepaper, we'll explore how a small team of developers can work smarter and faster by integrating AI assistants, AI pair programming, modern Git workflows, and automated testing into their SDLC.

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The Developer's Guide to Debugging AI-Generated Code

Sep 30, 2025 By Matt Tanner In Speedscale

AI coding tools like ChatGPT, GitHub Copilot, and Claude have completely changed how we write software. From humble beginnings where non-AI-enabled code assistants made intelligent code suggestions, like Intellisense, the latest agentic tools can generate entire functions, suggest optimal algorithms, and even scaffold complete applications in minutes. However, as any developer who’s worked with AI-generated code knows, the output isn’t always perfect.

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Sentry Agent for Linear is in beta!

Sep 30, 2025 By Sentry In Sentry

Wouldn't that issues list be a little less intimidating if you had some help from Sentry? We're shipping our Sentry Agent for Linear, and you can use it to call Seer and get Root Cause Analysis and Solutions back. Check it out!

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The AI Velocity Paradox

Sep 30, 2025 By Trevor Stuart In Harness

AI-powered coding alone isn’t enough. True software delivery velocity requires end-to-end automation and intelligent governance across the entire lifecycle. Harness enables organizations to escape the AI Velocity Paradox by unifying speed, safety, and resilience, turning rapid development into a sustainable competitive advantage. The widespread adoption of AI coding assistants is transforming software engineering.

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The Unit Economics Of Watering My Lawn: A Lesson On Runaway AI Costs

Sep 30, 2025 By David Aponovich In CloudZero

My wife and I spent hours this summer at home digging in the dirt. We planted new shrubs and perennials and created a small vegetable garden. We spread many square yards of fresh topsoil and grass seed over areas of lawn that needed rejuvenation. It turns out, I should have done all that landscaping with a FinOps leader’s mindset — before my water bill tripled when I wasn’t looking.

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Getting Started With Copilot Log Analysis - Demo

Sep 30, 2025 By Splunk In Splunk

The team also published a blog focusing on Audit Logs and Microsoft Office365 Copilot Activity Logs using Splunk Add-on for Microsoft Office 365. This Splunk Add-on allows Splunk to pull service status, service messages and management activity logs from Office 365 Management API.

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AI-powered email automation with CI/CD pipelines

Sep 30, 2025 By James Oluwaleye In CircleCI

Email automation allows you to send emails automatically based on certain triggers or schedules, so you don’t have to click the Send button every time. This includes things like welcome messages, drip campaigns, and regular newsletters. In this tutorial, you will create a simple system that automatically welcomes new subscribers and sends them updates about technology, all with the help of AI.

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AI is writing your code. Who's watching your standards?

Sep 30, 2025 By Anish Dhar In Cortex

As a platform integrator, we get a unique look at the tools our customers adopt every day. Of all the shifts I’ve seen, none has been as rapid as the adoption of coding assistants. The conversation has quickly gone from ‘is this tool really going to drive value?’ to ‘how quickly can we roll this out?’ No one can doubt the immense value these tools provide in shipping code faster.

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What is AI-Native Monitoring? The Complete Guide for Developers

Sep 29, 2025 By Sarah Morgan In Scout

Before we talk about AI-native monitoring, let’s take a quick step back to make sure everyone is on the same page. In software engineering, monitoring is the continuous collection and analysis of data about a system’s health, performance, and behavior. Tools like Scout Monitoring, Datadog, and New Relic traditionally track server uptime, request latency, error rates, and database performance.

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The evolution of Integration technology through AI

Sep 29, 2025 By Turbo360 In Turbo360

Join us in this exciting podcast episode where integration pioneer Tom shares his 25+ year journey in tech, from message-oriented middleware in 1998 to leading AI projects at Microsoft. Tom dives into how AI is revolutionizing integration as the "backbone" of modern systems - think generative AI agents automating home damage inspections in minutes, reducing manufacturing downtime, and transforming financial trading.

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