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Get Ship Done: Everything We Shipped in July 2026 | Harness Blog

Harness shipped 71 features in July, about one every 10 hours. That's more than June's 62, and the surge lines up with what AI is doing to the rest of the SDLC: coding agents are writing more of the code, test agents are now generating and running more of the tests by default, and every stage downstream: deployment, security, cost, and resilience has to absorb that pace without falling over.

AI cost reduction: tactics that preserve performance

AI cost reduction means lowering what you spend to run AI (tokens, inference, and compute) without sacrificing quality. The highest-leverage tactics, prompt caching, batching, and routing easy work to smaller models, cut spend 50 to 90% by removing waste, not capability. Somewhere right now, a finance leader is opening an AI bill that has quietly tripled, with no new product to show for it. Nobody approved it. No single decision caused it.

Shipped: Put every AI task on the cheapest model that can actually do it

If your team builds with AI, someone is defaulting to the biggest model available (say, Fable) because it feels like the safe pick, and the safe pick is almost always the most expensive one. One over-powered choice looks harmless on its own, but multiplied across every prompt, agent, and workflow, and you get a big number on the P&L. All that, yet nobody chose which model on purpose. As we like to say, using a default is not a decision.

Introducing MCP Connections: Netdata AI Now Reads From the Tools You Already Run

Netdata AI can now connect outward to the tools your team already runs, like GitHub, PagerDuty, Atlassian, or any custom MCP server, and read from them during an investigation. We call this MCP Connections. It’s the missing piece in the middle of every root-cause investigation: the alert tells you what changed, but the why is usually somewhere else entirely.

Essential Tech Upgrades To Boost Your Airbnb Bookings

If you run an Airbnb, you're probably always looking for ways to boost your bookings and make your rental more lucrative. Unfortunately, a successful Airbnb requires more than fresh linens and a prime location. Most travelers expect a seamless, modern experience from the moment they book, and they need to be able to check in quickly without having to worry about keys or other arrangements. What can you do to improve guest satisfaction in a single cozy studio or a portfolio of luxury vacation rentals? Here's everything you need to know.

How HotDeals Helped Me Save Time After a Busy Summer of Shopping

By the end of summer, I always notice the same pattern in my shopping habits. After a few weeks of traveling, weekend activities, and seasonal spending, there are usually several things I need to buy before life settles back into its normal routine. Some purchases are planned, like replacing a few clothing essentials or upgrading accessories that I've been using all summer. Others are smaller everyday items that I've been putting off until I finally have time to sit down and order everything online.

Key Benefits of Combining AI and DIA for Hospitality and Cafes

Hospitality venues and cafes run on speed - fast service, fast decisions, and increasingly, fast technology. As more businesses in this space adopt AI-driven tools for bookings, ordering, and guest personalisation, the quality of their internet connection has quietly become just as important as the tools themselves. Pairing artificial intelligence with a dedicated, business-grade connection isn't a technical detail reserved for large chains anymore; it's becoming a practical necessity for venues of every size.

From Factory Reset to Title Transfer: How to Offboard a Modern Car

Selling an older car once meant clearing the glovebox, finding the title and removing a few forgotten coins from the cup holder. A modern vehicle requires a different kind of handover. Its infotainment system may contain phone contacts, recent destinations and saved addresses. The car may still appear inside a manufacturer's app that can locate it, check its battery or unlock its doors. Toll accounts, charging services, digital keys and garage-door controls can remain active after the physical keys have changed hands.

The Video Metric That Actually Predicts Channel Success

Corporate video marketing is no longer just a creative endeavor. It is a strict operational pipeline. Yet, most marketing teams track the wrong telemetry entirely. They obsess over raw subscriber counts. They celebrate top-level view totals. They treat their channel like a static video repository. But YouTube is a highly sophisticated machine. It runs on cold, hard behavioral data. With over 500 hours of video uploaded every minute, the algorithm does not care about vanity numbers. It cares about sustained attention.