#random - June 2026

hey everyone

I've put together an "SRE assistant" that you can run locally to help you troubleshoot and automate processes. The way I built it, it uses the memory and learnings from previous interactions and self-improves over time

Any thoughts/feedback would be super appreciated:

https://github.com/raia-live/sre-sample

with AI, it is easy to try different technologies, recently I used supabase to build a mobile app 🙂

the more apps I developed, the less optimistic I think AI can bring to job market

@dude I've been kicking the tires on Hermes Agent. Questions for you.

PSA remember to tokenmax between now and 6/15 when Anthropic kills the Pro Max all you can eat buffet.

Hey everyone! Sharing something that's directly relevant to anyone running LLM agents in production.

We're hosting a hands on Agent Evals Bootcamp on June 27 with Ammar Mahanna, PhD, an AI engineer, researcher, educator and expert in production AI and agent evaluation. Someone who actually builds and evaluates production AI systems professionally.

The bootcamp is 4 hours live and you build 10 real evaluation notebooks on the day covering component level evaluation, outcome evaluation, LLM as judge, regression pipelines and production evaluation workflows. You leave with frameworks you can plug into your own systems from day one, not just course notes.

Most people building agents spend weeks tweaking prompts and swapping models but have no real way to measure what is actually better. This bootcamp fixes that.

Every attendee also gets 30 days recording access and a Packt endorsed certification that goes straight on your LinkedIn.

Full details here: https://www.eventbrite.co.uk/e/agent-evals-bootcamp-tickets-1990306501323?aff=swops

the goal of Anthropic is to get everybody on 200$ plan and then push now 200 to 1000 even more

I’m testing the new model of Claude Fable 5 hope it will surprise me

Stategraph is having its next demo day on the 24th.

This one's a deep dive on how Stategraph actually works under the hood, plus a look at Stategraph Cost. We'll get into how the dependency graph is stored in the schema, how surgical reads let you pull individual outputs via terraform_remote_state instead of locking the whole state, and how blast radius uses the graph to show exactly what a change touches before you apply.

Sign up here (pants optional): https://stategraph.com/demo-day

a quick thought if it helps: AI should not be used during a midnight upgrade or migration, if AI is used, a new maint window should be required

if you like soccer, I feel this world cup is different, better, more entertaining even in group matches

are you pretending to work hard recently in AI era?

In the recent updates of Claude Code, the old models are added back, which seems to show its new model Fable 5 is gone forever.

I wrote an article about tools saturation. Give me please your thoughts

https://blog.mousa-cloud.com/posts/stop-developing-tools/