KeenRaven
The author has 8 years of experience building and shipping software. She has a general software engineering background, with experience in finance earlier in her career and big tech more recently. She focuses on Infrastructure, Security, DX, Policy, and Risk.
4 articles
-
GuidesHow Does OpenClaw Work? A Guided Tour of the Lobster Assistant
OpenClaw (formerly Clawdbot, then Moltbot) is a personal AI assistant that runs on your devices. Here is the architecture: the Gateway control plane, channels, sessions, tools, skills, and the agent loop.
-
GuidesShipping Safe Tooling: Schemas, Validation, and Failure Modes in Tool Calling
A production guide to tool calling safety: designing tight tool contracts, validating outputs, limiting agency, and handling retries, idempotency, and audit logs for tool-using agents.
-
OpinionWhy Frontier Models Are Getting More Restrictive
Moderation is no longer a thin filter on top of a chatbot. For frontier labs, it is becoming an end-to-end product and risk system shaped by capability jumps, regulation, and enterprise expectations.
-
GuidesOpenAI Codex CLI vs Claude Code: A Practical Harness Comparison for Real Repos
Claude Code is the safe bet. Codex CLI came in strong and is already close in UX. Here is the harness-level comparison: approvals, sandboxing, context, and extensibility.