Systems | Development | Analytics | API | Testing

Auto-fix lint errors in CI: PRs that fix themselves

Count how many times you’ve proudly submitted a new PR only for CI to fail for the most mundane and annoying reasons: While these lint rules are useful and important to enforce, would it be possible to just…not have to deal with them? Enter auto-fixing CI, the concept of self-healing PRs and CI workflows, without any human (or agent) interaction: The key detail that enables all of this to work: modern linters can apply trivial and mechanical fixes to most lint violations.

Smarter, faster CI/CD for the new AI-powered development loop

Most AI coding tools run in a Linux container somewhere. Codespaces is Linux. Copilot’s coding agent works in an ephemeral, Actions-powered Linux environment. Nearly every agent framework assumes a container that spins up in seconds. None of them can build your iOS app, or have build cache to speed up the builds, or have simulators that can run tests that you can view.

Top Enterprise Software Development Firms for Oil and Gas

Oil and gas IT budgets in 2026 lean toward modernization, not headcount. Drilling data, old SCADA systems, legacy ERP - none of it talks to AI tools without real software work behind the scenes. Cybersecurity rules tightened across the EU and US this year, too. Internal teams rarely cover seismic interpretation, OT security and cloud migration all at once. That gap is why operators keep hiring specialized firms instead of growing every skill in-house.

A Starlette middleware guide for FastAPI and Python developers

Most web applications start clean with a handful of route handlers, each focused on a single business logic. As the app moves to production, the audit team wants every request logged, and the security team wants API key validation on all routes. As the app grows, we might introduce rate limiting, CORS for a new frontend, and a request ID for distributed tracing.

Top 10 Software Vulnerabilities

Software vulnerabilities must be identified and prevented, which requires you to have an understanding of the vulnerabilities definition. Here, we go over vulnerabilities definitions and provide a list of the top 10 software vulnerabilities and tips on how to prevent software vulnerabilities. Fix software vulnerabilities with Klocwork Back to top.

Subscribe and Deploy P4 Cloud on AWS | Demo

In this demo, Perforce Principal P4 User Advocate Jase Lindgren walks through setting up and deploying P4 Cloud on AWS. Jase will cover:· How to subscribe to P4 Cloud through the AWS Marketplace· How to configure and deploy your own P4 Cloud server· How to navigate and manage your P4 Cloud dashboard· How to connect to your server and prepare it for your team Next Steps & Resources.

Node.js Downloads Surge in 2026 as Node.js 24 Takes the Lead

2026 is shaping up to be a remarkable year for Node.js download activity. Through July, downloads recorded through the official Node.js distribution infrastructure have already surpassed the total recorded during all of 2025: 4.61 billion downloads in the first seven months of 2026, compared with 4.48 billion across the entire previous year. That puts 2026 roughly 128 million downloads ahead of the 2025 total, with five months still left in the year. Figure 1.

Progressive Web Apps (PWAs): What They Are and How to Build One

Progressive Web Apps (PWAs) combine the reach of the web with many native app capabilities. Users get an app-like experience without the traditional app-store download process, while developers can build and maintain experiences from a shared web codebase. This doesn’t mean PWAs are simple to build, however. They must provide a reliable experience across different browsers, devices and network conditions.

Debugging: Process, Techniques, Tools and Examples

Debugging is an essential skill that allows software developers to prevent crashes and maintain reliable code. Virtually all applications run into bugs at some point, due to logic errors, unexpected inputs or system interactions. It’s vital that we have effective tools and processes to resolve them. This guide will give you a step-by-step guide to debuggging, highlighting common error types with practical means to resolve them.

Serious About Process Ep. 2 | Shift from Data Admin to More Underwriting

Episode 2 of the Serious About Process podcast is live! What if most of your underwriters’ time is spent on admin instead of underwriting? In this episode of Serious About Process, Gijsbert Cox and Roger Lewis explore how to reclaim that time through smarter processes, practical automation, and AI that enhances, not replaces, decision-making. From escaping pilot purgatory to scaling real solutions, they break down how insurers can drive measurable impact without ripping out legacy systems.