

@mipsytipsy The teams that get this right treat o11y as product infrastructure, not ops tooling. When devs self-serve production answers, the deploy-learn-iterate cycle compresses. That flywheel compounds faster than anyone expects.
Andy E.
8.3K posts

@virtualandy
I'm virtual, see. Yeah, see, yeah. Software, dad jokes, public speaking, and other such business. Lead Software Engineer @focused_dot_io


@mipsytipsy The teams that get this right treat o11y as product infrastructure, not ops tooling. When devs self-serve production answers, the deploy-learn-iterate cycle compresses. That flywheel compounds faster than anyone expects.









After repeating myself for the nth time on how to build product evals, I figured I should write it down. It's just three basic steps(i) labeling a small dataset, (ii) aligning LLM evaluators, and (iii) running the eval harness with each config change. eugeneyan.com/writing/produc…




So good! And this is how to do it Start with a small VPS first, see how far you can take it Learn about security, and if you have an actual business, get a security/server guy to check your set up so it's safe for production But slowly learning and building it up to your own virtual server farm with multiple servers is the way to go! You'll be shocked running 25 servers at $5/mo = $125/mo!





"Microservices for legacy apps?" Keep it or kill it? @austinbv, Micah Adams, and Shahed Syed don’t hold back. Spoiler: they’re mostly on team kill it! Too small. Too complex. Too trendy. Just carve out services that make sense. We get into it more in the full episode. Check it out! youtu.be/oXiFA2zbAVI?fe… #DeployPodcast #LegacyCode #Microservices #Focused #TechPodcast