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Notesfrom the work.

Short write-ups of what broke, what fixed it, and what I would do differently. Most also went out on LinkedIn.

All notes3

Oct 15, 2026 Discord caps a bot at 100 top-level slash commands.That one number decides which commands get a slash version. The GeekRoom bot is Python and discord.py, and every command works two ways: /warn or -warn. It's moderation,… Oct 14, 2026 The loudest part of the waveform had zero words in the transcript.That was the only sign Whisper was dropping someone. We built The Silent Co-Driver in a day for AI Race Month, two of us, and took 3rd: it listens to Formula 1 team… Oct 13, 2026 My Discord bot's memory climbed every day, and the JavaScript heap never moved.RSS up. Heap flat. When the heap doesn't move, the leak isn't in your JavaScript. Annie is a discord.js bot, about 125,000 lines and 417 commands, running sharded in…