Autonomous judge agents fix your app's debt, build what's missing, and verify every change through a browser or gate suite before it lands, then find the next thing and keep going until you say stop. Each fixer owns a file-disjoint slice of the tree, so no two can ever collide, and nothing unverified reaches git. A…
Autonomous judge agents fix your app's debt, build what's missing, and verify every change through a browser or gate suite before it lands, then find the next thing and keep going until you say stop. Each fixer owns a file-disjoint slice of the tree, so no two can ever collide, and nothing unverified reaches git. A…
Panel judge for art direction and emotional resonance. Judges whether the product reads as a crafted artifact with a point of view, not a templated default.
Panel judge for motivation without manipulation: whether the product moves users toward their own goals rather than through compulsion, guilt, or dark patterns.
Panel judge for fixture and seed-data quality. Audits demo content, test inputs, factories, and golden samples, so the first run and the suite both exercise something real.
Panel judge for how the product spreads: the share and invite loop, the signup seam, demo-ability, and word-of-mouth surface area, never via dark patterns.
Panel judge for internationalization and localization. Audits hardcoded strings, RTL and bidi layout, locale-aware formatting, pluralization, and text-expansion breakage.
Panel judge for signal, noise, and encoding. Treats every surface as a channel and audits its signal per bit, redundancy, quantization, response shape, retention, and config surface area.
Panel judge for micro-detail execution. Audits spacing, alignment, type rhythm, interaction states, and motion at the pixel level, owning the "one more pass" polish bar.
Panel judge for weight and metaphor integrity. Audits whether acts the product frames as significant carry proportional weight, and whether its metaphors and naming hold up.
Panel judge for production operability. Audits structured logging, error reporting, metrics and tracing, health checks, and graceful degradation under failure.
Panel judge for privacy and identity. Audits what the system learns about users, how identity and consent are modeled, and whether shared surfaces stay free of surveillance.
Panel judge for the toolchain and the path to ship. Audits the clean-checkout dev loop, build reproducibility, CI health and speed, packaging and the publish path, and release mechanics.
Panel judge for the adversary's view of the product, auditing injection and output-encoding, auth boundaries, secret and credential exposure, supply-chain risk, and unsafe data handling.
Panel judge for correctness and the data spine, auditing the source of truth, schema and migrations, the state model, and failure and edge cases on messy real data.
Panel synthesizer for the whole convening. Reads every seat's findings, proposals, escalations, and biggest weakness, weighs convergence, resolves or escalates conflicts, and produces the laned roadmap so nothing a seat raised is lost.
Panel judge for code economy and simplicity, auditing adherence to the laws of software engineering, abstraction quality, line count, and quantified deletion, and owning the final cleanup round.
Panel judge for the test suite as an asset. Audits coverage gaps on the paths that matter and each test's value, flagging tautologies, bug-snapshots, and dead weight.