tokenizer proxies are about to blow up. maybe i should open source mine. it’s not quite as full featured as iron but it does the job. sealed secrets are awesome with agents.
Would love more eyes on this PR that adds security to all your API keys and makes them inaccessible by the agent.
If you have a security focused background, please post any reviews or concerns!
https://t.co/mNLYcJRLiw
My latest post on control theory and feedback loops has just been published. I’ll start from scratch and gradually build up feedback loops that are self-healing and resilient, capable of scaling thousands of databases.
Check it out: https://t.co/khsqPD8WmT
Cursor/Graphite’s @TomasReimers just announced Origin
@cursor_ai’s long awaited Git competitor, scalable for agent workloads, extensible with api and mcp, and built in merge conflicts and co failure agent resolution
Microsoft is moving Copilot Cowork to usage-based pricing and is considering a Microsoft-hosted version of DeepSeek as a cheaper option (@inafried / Axios)
(Visit Techmeme dot com for the link and full context!)
well i rigged up a snapshot harness for produced outputs for my job, then crafted 6 stages of claude workflow files, executed it over the last 4 days.
the result is pretty much exactly what i wanted. this refactor touched every single important piece of code and i’m happy with it
@MitchellKeller_ Forgejo takes some legwork to get proper CI runners but it was worth it instead of having to pay github for seats. Plane is okay, it’s not my favorite but it’s working so far via the helm chart.
I also rolled custom binaries that work off the tokenizer for each. yay openapi
Using only tokenized secrets + my proxy has been a burden with my agent system. I’ve had to fork or create a few cli programs and it has slowed me down.
Overkill arguably to be doing this solo but it just compliments all of my other sandboxing handsomely.
@supercollider_x@peach2k2 nix k3s package + fluxcd operator and you’ll be fine. just never do anything on k8s unless it’s being annealed by a decent CD.
@thebigjohnnyd Google has been intentionally degrading search for the last decade and then some. Just go look at the internal documents from the 2019 anti trust case and what Prabhakar Raghavan was doing.