A month read back from the fleet's own memory — not a plan, a record. What shipped, what broke and got written down, and what the machines learned to do while nobody was watching.
A law office's phone line went from a human operator to an AI receptionist — live, on its own box. The hard part wasn't talking; it was learning not to make things up.
A duplex voice partner where Claude directs the call like a producer, hands work to a path-diverse roster of local agents, and can take a job, hang up, and report back.
A 34-agent audit found 20 silent defects and fixed them all in a day. The index now regenerates itself, one search door fronts every tier, and the RAG went highly-available.
Diffusion LLMs quantized onto the Sparks at 2.3×, a mixture-of-experts served in production, and a world model that dry-runs a command to predict "destructive or safe" before it runs.
A one-command film compiler that voices, scores and animates a short — plus local text-to-image, a "design a voice then make it sing" pipeline, and a text adventure written and playtested by the fleet.
An education academy shipped end-to-end, a client's accounts backend reviewed and governed, and a new agent-native system of record taken from empty repo to deployed MVP in a single day.
Fleet RPC locked down, breakage that phones you via TTS, a hard-reset node recovered with a clean btrfs scrub, GPUs throttled off a thermal cliff — and, yes, the LLC dug out and reinstated.
CALLSENSE reads two signals off a call — the words and how they're said — and flags where they disagree. Proven on real human-labeled audio, not the rosy synthetic kind. Local-only, because the calls are private.