Internal briefings
Capacity notes for Rivvl. Each briefing lives on its own subdomain.
12,712 apps scanned across ~485 niche keywords, 162 enriched, 94 matched to third-party revenue estimates. Crochet trackers at $500k/mo, TCG scanners at $700k/mo combined, app factories, silent earners, complaint goldmines — and the 12 adjacent opportunities worth building.
One chart: a $20 Claude plan gives 2.9× more tokens, but Opus 5.5 burns 3.1× more tokens per task and costs 8.3× more per task — so the lead buys ~0.93× the work (~0.68× priced at API rates).
SemiAnalysis is right on tokens: a $20 Claude plan gives 2.9× more. But Artificial Analysis' official per-task data shows Opus 5.5 burns ~3.1× more tokens per task at the same effort, so work per dollar is ~0.9× (0.7× priced at API rates) — plus the equal-intelligence counterpoint where Claude wins 3–4×.
Thirty repos scored for rejection, not just merges. Four source-verified plays, two adoptable stalled PRs, and the watchlist with reasons. The v1 list mostly dissolved under the deeper scan.
Correction blockers fixed. 525 tests and strengthened probes pass; restart verified. Milestone ready with documented scope and upgrade limits.
Seven spec-to-code gaps, completion criteria and a concrete path from tested runtime components to a working semantic product.
Restart and evidence fixes, live transport, 466 tests. Product gaps and the live-access blocker are explicit.
Five defect groups fixed in PR #8. 411 tests and 147 external checks pass. Architecture assessment and remaining semantic product work.
Round 3 at e774311: no merge blockers. Six findings fixed; one nonblocking demo receipt issue remains. 394 repository tests pass.
Round 3 at cdbb1af: ready to merge. F61-F64 fixed; no open findings. 380 repository tests pass; two inherited status-getter limitations remain.
Round 5 at 00a00ae: ready to merge. All findings fixed; 363 repository tests and 122 independent review probes pass.
Round 6 at 45288eb: ready to merge. All findings fixed; 323 repository tests and 95 independent probes pass.
PR #7 at 672b86d is ready to merge. All findings are resolved: 279 repo tests, typecheck and 59 independent probes pass. No new issues in the follow-up.
Approved at ad32c48 within the safety-pass scope: 202 tests, all 30 earlier reproductions and four completion checks pass. Stack integrity verified; later PRs need separate review.
The semantic path does not reach the kernel. An adversarial implementation review with 25 reproduced defects, source evidence and three implementation milestones.
Clean-room architecture under the Circe brand, with legacy Circe separated as prior art. Mutation-boundary preconditions, at-most-one logical effect with reconciliation, obligation-based affirmations, recorded-observation replay — plus twenty-four evals and nine metamorphic properties, all of which must fail before implementation begins.
Verified repairs and five remaining mission lifecycle, effect and targeting defects.
Driver integration, mission ownership, cancellation and completion: source findings and executable probes.
Independent source review of acceptance, target ownership, planning, stop, recovery and completion.
Nine source-grounded findings in the redesign, with a concrete order for repairing ownership, desktop execution, verification and planning.
Source-grounded redesign for live voice, existing Chrome, and native desktop control, including cross-app tasks and Linux/macOS/Windows adapters.
A critical review of personal computer agents, three interface concepts, and a comparative experiment for the next step.
A researched architecture for persistent assistance across personal machines: adaptive execution, WebMCP, native desktop control, and a concrete next milestone.
Two open PRs close the QA blockers found on device. Five fixes sit outside the handover matrix, Admin auth and Apple ASN are already deployed; the gaps are the AI proxy, Android push config, iOS QA and ops/legal. Merge is safe; deploy is the real gate.
Correction. The voice model never holds the tools, so τ-Voice scores the layer Circe delegates away. Standard Gemini 3.8 Live matches GPT-Live-1 at ~5x less and Extended Thinking is redundant. StepFun's StepAudio 3 Realtime fits the architecture best but is a preview with no price, training-on-usage terms, and 8.83s first audio. The blocker is the missing voice-provider seam.
10 actionable findings, four failing regressions, and confirmed dead-code paths after the rebrand. 384 existing focused tests pass.
Round 5: all reviewed blockers fixed. Voice recovery and PostgreSQL cap checks pass; #15 is fully green and ready to merge. Includes the command-center wireframe.
Absterrg0 Done list: chat mirror, campaigns, announcements, RBAC, CMS, notify flows, perf.
Physical Android checks and 97 targeted automated tests, with verdicts for all 44 handover requirements and inventory rows.
138 GDL books checked: 96 missing credits recovered and 65 conflicting noncommercial license notices.
Handover reconciled with source checks and Android testing: implemented fixes, remaining defects, validation and owner work.
Pocket streaming, Parakeet thread tuning, model swaps, and five migration findings backed by real-model experiments.
Current-workspace implementation and performance review, restricted to Jarvis ownership. Thirteen findings and a correction to the previous broad review scope.
Eight improvement candidates, led by bounded reads, refresh amplification and renderer speech queues. Includes source evidence and focused helper checks.
Nine concrete findings: approval consent, swallowed stop commands, missing result listeners, question mapping and speech loss. Includes six failing regression checks alongside 50 passing existing tests.
13 findings on command authority, queue ownership, voice lifecycle, client workflows and recurring T3 rebase costs. Includes source evidence and proposed simplifications.
Pocket C++ with the current English model, mixed precision and a short Alba reference clears the measured voice gates. Includes runtime comparisons, expanded prompts, memory release and audio samples.
The product ideas are worth keeping, but 12 P1 defects make this implementation unsafe to release: routing authority, result visibility, privacy, and hot-path latency all regress.
Farouk’s red ink is valid spec. Professional questions, Article 47, place of supply, and Reverse Charge already shipped. Payment fallback and two admin nits patched on the current PRs.
31 commits, 133 files deleted, and one authoritative control path: Companion retirement, live presentation, exact task authority, semantic supervision, and Pipecat voice consolidation.
Full-repo scan plus manual verification: ~1,800 LOC of confirmed-dead files, 9 unused deps, and a tiered plan to cut ~20k LOC of overbuilt subsystems and weak tests.
Sixteen screenshot bugs blamed against git. Next on Subprojects is yours (80282cb). Keywords, AI titles, media, duration, FAQs, and search filters are Ana/Shrid.
The Zivil-to-Rivvl split came from Full's catalog race plus 0.0.47 Host context suppression. Keep deterministic authority; make model parsing optional.
Stop blaming #62. Worker 500s are RBAC-before-v19 plus a one-shot Inngest call. Sticky queued is PR 56. Free banner was an incomplete honor.
13 asks in the repair thread. All answered in chat. Original bugs are shipped but unverified; shaders still open.
Portal Activated/Deactivated is the real PTT path; quiet timeouts and uiohook-on-Wayland are rejected.
Owner priorities, in-testing queue (9 bugs on PRs), §4 AI tutor gaps, digital reading mode, and full matrix.
Luna-ready build handoff covering subscribers, dynamic languages, canonical services, exact audience resolution, test sends, leads, invitations, deduplication, and rollout gates.
Block release: the reported 429-to-stale-generation path is confirmed, with additional refund, duplicate-charge, billing-ownership, and validation risks.
Do not merge yet: supplier credit-note code does not compile, and completion, VAT exceptions, Peppol delivery, and admin corrections still need release tests.
5 done, 10 partial, 8 never built. Article 47 and booking-address country are missing.
NL B2B 0% exists in tests, not on the wizard. Checkout extras are charged twice. One INV- self-bill instead of FIX/SUP. Peppol skipped by default.
Short URLs are a resolve-then-allowlist miss. The Zillow upgrade failure and missing payment history are separate.
Full system map. Django is deployable on Vercel in 2026; timeouts matter. Recommended: Next on Vercel + API on Render.
Homepage streaming is live. Service carousels often empty from CMS vs API name mismatch.
Verdict for Spotter: keep the greedy walk. DP/MILP win only when you have time windows or fleets.
Greedy forward walk, four kitchen timers, Chicago→Dallas example. No jargon.
Django is Express, not Next. Routers, controllers, venv vs npm, and the three files that matter for the Spotter API.
Vite was never required. Next.js as the React layer, Django explained as Express for MERN people, and a Chicago-to-Dallas clock walkthrough.
Django on Render, Next.js UI on Vercel, Nominatim + OSRM + Leaflet, stateless plan API, SVG paper logs. Nested repo in hos/.
Greedy clock simulator for the Spotter take-home: 11/14/8/70 rules, duty statuses, 34-hour restart, JSON shape, and unit tests.
VPS + domain cutover, keep nightly local SQLite copies, add a weekly Google Drive dump with 60-day retention.
Architecture of the unzipped baseline: domain, request flow, schema-driven UI, storage, security, and v1 scope.
Deterministic architecture plus the full release acceptance matrix for voice, projects, task control, approvals, reports, resilience, and updates.
Every outbound API cap converted to requests per minute, with concurrent slots and a cheat-sheet table.