Kshatriyag, a 16-year-old solo builder, is selling deterministic tool checks for LangChain, CrewAI and AutoGen agents.
By [Ryan Merket](https://runtimewire.com/author/ryan-merket)
· Published
Primary source: [Hacker News](https://adikshatriyag-crypto.github.io/aegis-kernel/)
Why it matters #
Agent builders are giving models shell, file and database access while still relying on probabilistic guardrails to catch abuse. AegisKernel tests a stricter idea: explicit capability grants checked before a tool runs.
Adi Kshatriyag is asking a question that gets sharper every time a coding agent receives terminal access: why should a second language model get to vote on whether the first one can run a dangerous command?…
When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.
source & further reading
runtimewire.com — original article
Meta gives Muse and Meta AI new models that promise to forget less
Higgsfield turns your product into the plot twist in its new Micro Drama Ads
Researcher says Bun's trusted install check can be bypassed through .bin links