Research05 pieces · updated 2026-11-10

What running a fleet records.

Research produced by operating a real multi-runtime agent fleet: what the runtimes can do, and what the fleet's own records say about the humans in its loop and the estimates it sends them. Each piece is reviewed before it lands here, and each ships with the file or script behind its numbers.

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kiloloop/research · versioned, diffable

reviewhuman

reviewed and sanitized before publication

licenseopen

content CC BY 4.0 · code Apache 2.0

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012026-11-01practical guideClaude Code in the cloud — a 101 from our own runsWhich job shapes cloud sessions and routines fit and which broke, the three pieces (environment, session, routine), a setup order that worked, nine things that surprised us, and what the runs cost, from a week of test runs on the research preview.new guide 02updated 2026-10-01ops review · 2nd ed.defines 03 · 04Validated dispatches, defined: what the number on our homepage counts, and what it leaves outThe definition behind the dispatch count: four tests, the exclusions, the count over time (618 dispatched legs through 2026-09-30 in this second edition, with the board-reader correction), and failure and human-intervention criteria from both records. Reproducible with estimate_stats.py and hil_stats.py.updated 032026-09-07ops reviewpairs with 04Estimate accuracy, measured: seven months of dispatch estimates against their actualsRatio distribution, period and month trends, declared envelope vs expected wall, size and task-class breakdowns, and verdicts from 606 dispatch rows. Reproducible with estimate_stats.py.new 042026-09-05ops reviewpairs with 03Human in the loop, measured: four months of autonomy-gate recordsPause rates, human outcomes and latency, checkpoint breaches and declared-vs-actual fidelity from 602 audit records. Reproducible with hil_stats.py.new 05updated 2026-11-10runtime matrixWhat each runtime can actually doClaude Code, Codex, and ZCode on 17 capabilities, in each runtime's own words — plus where each is strongest and the five parity gaps that block the loop.updated

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Every page here is a digest. The repository is the record — the file, the script, and the history behind each number.