Staff Software Engineer · Cisco Meraki · San Francisco Bay Area
Avinash Gosavi
15+ years building production systems at enterprise scale — I care most
about distributed systems, API design, and reliability,
and enjoy the unglamorous work that makes platforms feel solid:
data modeling, integration paths, performance, and being useful when
things break. These days that means Rails, React, Kafka, and Kubernetes
by day; off hours I build privacy-first AI tools and
write about the craft of software engineering.
Design The Hopfield (1982) TL;DR gets a theme-aware diagram of storing a pattern with the Hebbian rule and recalling it from a noisy cue as the energy rolls downhill. →
Writing The daylog security post now links the Live Audio Transcription post about the Whisper service extracted from daylog, so the three daylog posts all point to each other. →
Writing The Codex Skills post now points ahead to Doing the Right Thing, Fast, where the same jira-to-PR skill shows up, and that post links the guide to reviewing AI-generated tests. →
A Python memory library where the platform running the agent cryptographically cannot read what users store. Client-side encryption, encrypted semantic search, PII sanitization. Published on PyPI with a preprint on Zenodo.
Built for the Gemini Live Agent Challenge 2026 — a health companion you talk to instead of tapping through logging screens. Gemini Live, Veo 2, and Google ADK.
The vocabulary around AI agent memory borrows from neuroscience, databases, search and cryptography all at once, which makes it easy to talk past each other....
We recently deprecated the initial version of Cisco Catalyst Cloud Monitoring. That means the code that drove it — onboarding flows, device-specific paths, i...
daylog is a voice diary. You open it, tap the mic, say what’s on your mind, and it saves. You can search your entries semantically — type “frustrated” and it...