Phil Schmid

Store secrets once with the Credentials API, reference them by ID, and let the egress proxy inject them on the wire so they never enter the agent sandbox.

Gemini 3.8 Flash TTS lets you replicate your own voice or design one from a sentence, then direct delivery line by line.

Frontier coding agents can compose shell workflows that replace entire catalogs of file tools. Here is what changes when Bash becomes the primary execution interface.

Five commands, zero fluff: install OpenClaw 2.0, connect Gemini 3.8 Flash, and start chatting with live Google Search grounding from your terminal and web dashboard in under a minute.

Agents can already edit their tools, skills, and harness. Recursive self-improvement still needs a system that can raise the verifier without capturing it.

Use Gemini 3.7 Flash Computer Use with about 150 lines of Python to control an Android emulator. The model plays Wordle from screenshots: opens Chrome, clears popups, reads tile colors, and solves in two guesses.

Use Google Maps and Google Search in the same Gemini API call with Gemini 3.6 Flash, then add custom functions or MCP servers for actions like booking a table.

EvoCode-Bench tests coding agents across 227 sequential rounds in a persistent workspace. Single-turn scores overstate reliability — regressions, not missing features, are the real bottleneck.

Build Gemini Managed Agents that use the GitHub CLI without exposing your PAT. The egress proxy injects your real token into outbound requests while the sandbox only sees a dummy token.