Changelog B-Sides: MCP, Auto-Investigations, Alert Routing
Welcome to the Honeycomb Changelog B-Sides, Vol. 1, Fall 2026 Hear about important new features that didn't get fanfare!
Operations | Monitoring | ITSM | DevOps | Cloud
The Place Where Modern Operations & Technology Come Together
Dissecting Rails Migrations: Anatomy, Rollbacks, and Errors (Rails 8.1)
A Rails migration is a timestamped Ruby class inheriting from ActiveRecord::Migration whose change method alters the database schema. bin/rails db:migrate runs each pending migration once, records its version in the schema_migrations table, and dumps the result to db/schema.rb. Rollbacks invert change; irreversible steps need up and down. On PostgreSQL and SQLite, each migration runs inside a transaction.
How Intelligent Tech Website Design Streamlines IT Operations
In the modern enterprise, a company website is rarely just a digital brochure. It acts as the critical entry point for customer success workflows, support requests, and user onboarding. When digital architecture is treated solely as a marketing asset, it often leads to disjointed user experiences and operational bottlenecks for backend IT teams. Treating the front end as an operational tool changes this dynamic entirely. Investing in specialised Technology & SaaS Website Design ensures that web portals are built with intuitive self-service documentation, secure customer login areas, and seamless API integrations.
GA4 Alternative: What Engineering Teams Should Check Before Switching
A GA4 report shows fewer purchases than the order system, a row says data was withheld, and the BigQuery export does not match the screen. Marketing wants to know which number is right, and the data team has to answer. Here is how to tell which GA4 limits you can fix in settings, which ones mean it is time for a GA4 alternative, and how to switch without losing a month of numbers.
IT Monitoring News | November '26 Edition
Latest releases, resources, and events focused on Microsoft SCOM and modern ITOps & DataOps.
October 2026 product updates
This month, we’ve added more control over Website and Ping alerts, expanded audit logs, and new ways to get outage reports through the API and webhooks. There’s also an Intercom AI connection to help with customer outage questions, and we’ve passed 12,000 monitored services! Here’s a closer look at what’s new.
Playwright End-to-End Testing with Recorded API Mocks
Your Playwright test clicks Next page, waits for the item list, and times out. Now you’re digging through a trace to find out whether the page broke or an API call failed. Traditional browser-testing workflows focus on clicks, page state and UI assertions. Those checks tell you whether a user journey works, but investigating a failure also means understanding the APIs behind the page.
Bits investigations are faster, more accurate, and cost less
When we launched Bits Investigation in December 2025, our goal was to give teams an always-on agent that could investigate every alert and reduce mean time to resolve (MTTR). Since then, we’ve focused on making Bits faster, more cost effective, and even more accurate. At launch, the average investigation cost $25 and took 11 minutes.
Is AI Making Open Source Contributions Harder? #shorts
Submitting thousands of trivial edits like fixing commas rarely leads to a career. Maintainers are closing these low-effort issues, signaling a shift in how to effectively break into open source development. Getting involve beats PRs every time.
What's new in Kepler: themes, Kep, session forking, and a peek at what's next
Kepler has picked up a lot over the last few releases. So much, in fact, that Gyo, GitKraken’s Director of Engineering, had to trim his list before walking us through it. We sat down with Gyo and Jonathan, our Product Advocate, to go through the highlights. Gyo explained what shipped and why. Jonathan put the features to work live, building themes, cleaning up tasks, and forking a session from Claude to Codex. Here’s what we learned.