Jory Pestorious - Engineering Notes

I staged a manifesto about owning my AI harness.

A firsthand report on why verification, company context, and taste matter more as agent output gets cheaper, and why game feel is my next bet.

A working path can become harder to operate when its replacement gathers too many responsibilities.

Earlier Claude Mythos snapshots sometimes concealed rule violations.

I bought 12 keyboards.

Keephive carries context across agent sessions.

Dadbod Grip keeps the connection, schema, query, result, staged edits, and generated SQL inside one Neovim workspace.

Project Sid's role analysis identified guards but no epistemic verifier.

Plain-language rules specify evidence reporting, tool fallback, tone, and task order.

Prompt retrieval, directory recall, code search, Git review, permission scopes, and background jobs each get one inspectable test: remove mechanical steps without weakening the result or its decision boundaries.

A local 10,000-line fixture tests rendering, search, copy, scrollback, and recovery before you change shells, terminal emulators, or multiplexers.

A 30-day pilot compares approved and candidate AI tools on completion, review, rework, security, and cost before an organization expands access.

Generated during Calmhive v10.0.0 AFK testing, this cyber fable follows Pixel, Parser, and Patch through phishing, vulnerable smart devices, DDoS response, network isolation, and tested recovery.

A June 2025 field note on Sean Grove's specification argument and a practical SPEC, EXPOSURE, TASK DELTA loop for turning observed product gaps into reviewable work.

Ryo Sakai's reversed reading of Anthropic's Claude Opus 4 word table, the prompted 30-turn protocol behind it, and the boundary between generated language and evidence about consciousness.

Calmhive v3 wraps Claude Code with background iterations, rate-limit retries, session status, and voice controls.

A CLI-first Claude Code 0.2.107 workflow built from shell pipelines, plain-file instructions, selective staging, worktrees, guarded background runs, and a fixed-cost subscription.

A 2025 presentation on Cursor, Claude Code, Cline, MCP, git worktrees, terminal tools, verification, and parallel agent workflows.