Oya Browser Puts One API in Front of Every Browser Agent
Running more than one browser agent usually means juggling a different API for every provider. Oya Browser is a control plane that sits between your agents and …
Renting cloud time just to test a small change adds up fast. Floci is an AWS emulator that runs AWS services on your own machine instead, so there is no AWS acc…
Xiaomi released MiMo v2.6, a reasoning model from a company most people know for phones. The weights are open, so you can run it yourself instead of renting a c…
Atria Dawn Preview: AI Agents That Learn by Verifying Real Work
Wondering whether AI agents can actually do research work instead of just talking about it? A new paper puts a system called Atria Dawn Preview on the table, an…
Google's agentic orchestrator doesn't need microservices
Google released an open agentic orchestrator, and the first thing everyone wants to know is how to deploy it. The loudest replies say microservices. The better …
Microservices Usually Mean a Distributed Monolith, Not Scale
So you are weighing microservices for a product your three-person team ships every week. Plenty of teams make that jump and end up with something slower and har…
Is Facebook down for you too, or just some people?
Turns out it's a partial outage, not a full one — some accounts load fine while others can't get in at all. So if you're locked out, it's not just you, but it's…
If you run image models on your own machine, there is a new one for the list. Qwen has open-sourced Qwen-Image 2.1, a 7B model that handles both generation and …
Building an MCP server from scratch means writing transport, auth, schemas, validation, protocol lifecycle, and error handling before you touch your own logic. …
A Single Monolith on a Secure Box Beats a Microservice Mesh
You do not need a distributed mesh of microservices to ship your first release. A single monolith on one secure box is easier to defend, and for almost everythi…
Why Running Your Own Open Model Beats Chasing Leaks
Chasing the newest leaked frontier model has turned into a spectator sport. Meanwhile the quieter change is that open weights you can download and quantize now …
Monolith to microservices: the split is usually an org problem
Thinking about breaking your monolith into microservices? The teams that have already done it mostly did it for org reasons, not technical ones. If what you act…
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