Pants isn't a deploy tool. It's what makes the artifact trustworthy before GitOps takes over. Here's the missing link between a Python monorepo and the cluster.
https://t.co/V9ynEmyWFC
GitOps is cleaner when the image tag in Git points to an artifact built from a real graph, not a pile of scripts.
Pants -> PEX -> OCI image -> Kustomize -> Flux.
https://t.co/V9ynEmyWFC
DeepSeek V4 is 671B parameters. Self-hosting costs $100K-$300K upfront + $15K-$30K/month. The API costs $0.28/M output tokens.
I ran the numbers. Verdict: self-hosting makes no financial sense unless you do 50M+ tokens/month.
Full analysis -> https://t.co/uWsyCJFJes
Why should a Cuban citizen stand in line for a document the state already has? The PLC proposes automated administration with limits, audits, and citizen control.
https://t.co/xFcIyoUJHu
@conlosninosno0@MateconMote Sionazi es una contradicción en términos pero ese es un razonamiento que está muy lejos de lo que tu ideología te va a permitir entender.
A bot fleet needed service installs, Telegram identities, model debugging, restarts, and real verification.
The interesting part: it was managed from a conversation.
https://t.co/0WeDVb6fzR
@LibertarianVlog@soyManuPC Depende: primero llega al poder, luego examina quien está ahí y si coincide con los intereses del país y finalmente no olvidar que una alianza tiene dos partes. ¿Se querrán aliar contigo?
@FrankElMakina@LibertarianVlog@elbromasdotcom En principio tendrías relaciones diplomáticas con todos: las embajadas ya están y las alianzas primero habrá que ver quién y con qué visiones de cada momento.
Building an LLM chatbot took a week. Testing it took just as long.
The real challenge is not the code — it is the nondeterministic model that gives different answers to the same question.
Four QA patterns and what actually worked:
https://t.co/wXXrLIEhBb
https://t.co/kn1niqj8CC raised their price. My AI agent generated my CV from markdown in under a minute. Subscription cancelled.
https://t.co/bcNjSN4C8i