Personal notebook
I write about software, freelancing, and the useful details discovered while building things.
BeyondCorp removed implicit trust from the network. AI agents require the same decision for delegated authority, tool calls, runtime identity, and every side effect.
#zero-trust · #security · #ai · #agents · #architecture
Seven open decision models produced different results for classification, moderation, and scoring. I measured latency and memory, then published every probability needed to check the results.
#tools · #ai · #rust · #mlx · #benchmarks
Goatmire reminded me why unfinished experiments and the people around them matter as much as shipping software.
#elixir · #nerves · #community · #open-source · #conferences
A small encrypted key beside each ciphertext looks redundant until rotation, access control, and KMS outages expose what that extra layer buys.
TypeSafe's new model answers questions without writing a single word. An open-weight counterpart now does the same on my Mac in 40 milliseconds, and one of my first tests showed where it stops being trustworthy.
#tools · #ai · #rust · #mlx · #coding-agents