Case studies
Systems that run without me.
Each project below runs in production, unattended. Every case surfaces a live demo and the code within the first screen — problem, architecture, decisions, metrics.
Voice AI productAiVoicePhoneA 24/7 AI receptionist that answers the calls a business would otherwise miss and turns them into captured, qualified leads.AI agencyTreCal Media GroupAn AI agency delivering automation, lead generation, and customer-communication systems to realtors and small business owners.Model evaluationAI Code JudgeCompare code-generation systems with executable rubrics, unbiased pass@k, paired bootstrap intervals, and reproducible evidence receipts.Agent coordinationSecond ShiftTurn a live public GitHub issue queue into one collision-resistant work floor shared across real browser tabs.Privacy engineeringNoise LedgerCompose repeated Gaussian analytics in Renyi space, inspect each query's exposure, and gate the full plan before release.Software supply-chain securityAttest LensA browser-native provenance microscope that separates signed-byte integrity, artifact binding, policy, and fail-closed promotion.Distributed systemsLease ForgeConfigure a lease expiry, replay one resumed stale command, and inspect why the resource must fence old holders.Prediction-market intelligenceSmart Money TrackerA read-only decision surface that normalizes current Kalshi and Polymarket activity into one tape for whale prints, leaderboard identities, wallet flow, and smart-money agreement.OrchestrationAgentic WorkforceA personal team of specialist agents run by a chief-of-staff, reachable from my phone.Autonomous pipelinesOvernight FoundryAgents research, spec, and advance business ideas overnight; a brief is on my phone by 8am.ReliabilitySelf-Improvement LoopA daily loop where agents propose upgrades and safely patch their own prompts with rollback.Content automationSEO / Content SystemsAn automated content pipeline plus continuous rank and keyword monitoring on top.Localization toolingPlural LensA cardinal-plural proofing workbench that makes missing locale forms visible across 201 integer counts.Developer toolingCache WindowA response-cache policy instrument that turns Cache-Control directives into a scrub-able freshness and stale-reuse timeline.Security toolingCell SentryA local CSV inspection workbench that maps formula-capable prefixes to exact parsed cell coordinates.Distributed-team toolingOverlap LoomA recurring-meeting loom that exposes daylight-saving offset changes across eight weekly local-time outcomes.Reliability engineeringRetry YardA deterministic webhook delivery simulator that makes backoff, throttling, idempotency, and dead-letter routing inspectable.Distributed systemsCausal CanvasA local-first synchronization microscope that makes causality, concurrency, and deterministic convergence visible.Observability engineeringTail ScopeA deterministic tail-sampling policy lab that makes ordered decisions and bounded capacity pressure inspectable.Computational imagingImageManipA serverless Python pipeline for controlled frequency, sensor-noise, compression, entropy, and metadata transformations.