k9ert

Never Skip a Step Again: Crash-Proof PR Reviews with Beads

You're reviewing a PR. You've read the description, checked out the branch, started going through the code. Then Slack explodes. Or you get pulled into an incident. Or it's 6pm and you'll "finish tomorrow."

Tomorrow: where were you? Did you run the tests? Did you check for security issues?

Mental checklists don't survive interruptions. You forget. You skip steps. You approve a PR that breaks production because you didn't actually run the tests locally.

What if your review workflow could survive crashes, enforce thoroughness, and prove you did the work?

k9ert

Debugging Python Boot Issues

Date: 2024-12-19

Problem

When MicroPython firmware fails during boot (e.g., due to import errors in frozen modules), the board may appear dead with no visible error output. Debug builds have REPL enabled, but if the main script crashes on import, you won't see the stacktrace unless you manually trigger the import.

Solution: Iterative Debug Workflow

k9ert

BMad + Beads Integration Research

Research Date: December 7, 2025 Researcher: BMad Orchestrator Agent Purpose: Investigate potential integration between BMad-METHOD and Steve Yegge's Beads

---

Executive Summary

k9ert

import {readdirSync} from 'fs'
import path from 'path'

export const logAPICall = async <T>(
  apiFunction: () => Promise<T>,
  functionName: string,
): Promise<T> => {
  try {
    const result = await apiFunction()
    logger.error(

k9ert

[](https://mermaid-js.github.io/mermaid-live-editor/edit#pako:eNp9VE2PwiAU_CuE037oH-hxo4c97UE366FJ84RnS6TQAHU1jf99aam1pbqcyszAmzdQGso0R5pQJsHalYDcQJkq4scPSImOvC2XZIWWGVE5bQJ1n3f0ppvMVj2Bv7e7rwAGQQSOlNvdTNdCAewM9-omQIS8b5wRKicKShywvdaSVEacwGF2xIvNUMFeIo9XWZxjla_yqw3PLMi-l-vYwD2KZloQmBOnyIRQDo0CGRfhUb6e8VKi8OwyoTieHxQOoTSTBSPtqKvRMcRoAbaYMc7nNIAfIv_0OzOtDsKUo3x6olZzCjg3aO3L62B7bLw96qltdxZ8Apx07SZAgSIvXFwbSl0rN41Yana8WbneqDDGJra7fyz0QezbvSYJPbfSaZ2Ib53BSgLD9rYNxFrVJWE-41yby_O2H

k9ert

#!/usr/bin/env python3

import asyncio
import os
import subprocess
import sys
import time
import websockets
from websockets import connect

k9ert

#!/usr/bin/env python3
# Copyright (c) 2017-2021 The Bitcoin Core developers
# Distributed under the MIT software license, see the accompanying
# file COPYING or http://www.opensource.org/licenses/mit-license.php.
"""An example functional test

getting node 1 to mine another block, send it to node 2, and check that node 2 received it. 
"""

from collections import defaultdict

k9ert

[  DEBUG] in             rpc: call repeated 1 times
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    1ms)  payload:[{'method': 'listtransactions', 'params': ['*', 1000, 0, True], 'jsonrpc': '2.0', 'id': 0}]
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    1ms)  payload:[]
[  DEBUG] in             rpc: call repeated 1 times
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    2ms)  payload:[{'method': 'listtransactions', 'params': ['*', 1000, 0, True], 'jsonrpc': '2.0', 'id': 0}]
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    1ms)  payload:[]
[  DEBUG] in             rpc: call repeated 1 times
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    2ms)  payload:[{'method': 'listtransactions', 'params': ['*', 1000, 0, True], 'jsonrpc': '2.0', 'id': 0}]
[  DEBUG] in             rpc: call(wallet/specter/ghostmachine )(    1ms)  payload:[]

k9ert

(.env) kim@nucii➜  pytho3.10 cp ~/src/specter-desktop/requirements.in .
(.env) kim@nucii➜  pytho3.10 pip-compile --generate-hashes requirements.in
#
# This file is autogenerated by pip-compile
# To update, run:
#
#    pip-compile --generate-hashes requirements.in
#
aniso8601==9.0.1 \
    --hash=sha256:1d2b7ef82963909e93c4f24ce48d4de9e66009a21bf1c1e1c85bdd0812fe412f \

k9ert

PROMPT="$USER@%M"
PROMPT+="%(?:%{$fg_bold[green]%}➜ : %{$fg_bold[red]%}➜ )"
PROMPT+=' %{$fg[cyan]%}%c%{$reset_color%} $(git_prompt_info)'

ZSH_THEME_GIT_PROMPT_PREFIX="%{$fg_bold[blue]%}git:(%{$fg[red]%}"
ZSH_THEME_GIT_PROMPT_SUFFIX="%{$reset_color%} "
ZSH_THEME_GIT_PROMPT_DIRTY="%{$fg[blue]%}) %{$fg[yellow]%}✗"
ZSH_THEME_GIT_PROMPT_CLEAN="%{$fg[blue]%})"