This is the problem xcontext is built to solve.
Every piece of context your agents consume, inspected, redacted, and compressed before it reaches the model.
No secrets in the prompt. Less noise. Full record of what the model actually saw.
https://t.co/3k6WpS79ZX
Most AI agent failures are not model failures.
They are context failures.
Wrong input. Noisy input. Sensitive data that should never have reached the model.
The model did exactly what it was asked. The context was the problem.
Allow me to be more helpful to @SlackHQ customers than their entire support apparatus:
If you’re using the native Mac app, here’s how you disable their dogshit user-hostile redesign:
an absolute @sama banger.
"innovation is easier with a relatively small team that has to make a decisive and clear concentrated bet and that doesn't tolerate any mediocre performers. that's it."
small, focused, high-performing teams win.
@svpino I'm really into Test-Driven Development (TDD) and use it extensively. The advantages of a Shift Left approach pay off over time. Using Git plugins that compare historical test results with recent ones boosts my confidence in the code
"i need 3 monitors"
"i need a mechanical keyboard"
"i need noise cancelling headphones"
Linus Torvalds, creator of the Linux operating system's, setup:
@Suhail I knew a sw engg startup which had
3 founders
2 VP Engineering
1 Director of Engineering
1 Director HR
1 Head of Marketing
2 Developers
none code except the last 2 and that too barely
“You don’t want to fall into a superhero ‘save the day’ mindset! If you invest in problem prevention culture, superheroes do not need to come in and save the day!” — @ServerlessEdge https://t.co/ZHP80lJqoK
Building an SDK is HARD! 🥲
But when you have such a supportive community, it’s definitely easier!
Thanks to @turulix & Conner Slipsager for building and contributing a #Rust SDK for Memphis! 💛🩵💜
https://t.co/IUzellDrGX
@AjeyGore Meaningful Defaults
Orthogonality
Documented
Extensibility
Security
Testability
It's super fun when coupled with 12-factors, K8s, more... https://t.co/j0nuc11h8y
Introverts have a tendency to chase perfection. That's just how they are. Anything less won't do. They suffer. They regret. They beat themselves up. But they never rush. They'll take their time. However long it takes. They know it limits their progress, but it is what it is.