Changelog

Click any consolidated author on the Buzz Top Authors list and land on a dedicated page. Twitter-style header (avatar, bio, follower count, view-on-X), 6 KPI tiles (posts/views/likes/RTs/bookmarks/best-post), a time chart with granularity toggle (monthly/weekly/daily — empty buckets included so writing gaps stay visible), and Top + Recent post lists in paginated tabs. Eligibility: ≥3 published Venice posts AND ≥5000 views.

Each profile page also shows the author's Buzz Score for 30d / 90d / 6m / 1y / all-time, with rank vs every other Venice author in the same window. A small classification card narrates the trajectory at a glance — On fire / Climbing / OG quieter / Steady star / New face / Cooling / Quiet recently / Active voice.

New /admin/x-articles page lets operators audit the long-form Articles pipeline — last run + history, costs by operation and caller, captured Articles with the LLM gate's verdict + reason + confidence, and the curated authors list.

Operators can now manually add X handles to the sweep list, bypassing the auto threshold — useful for known analysts whose Articles matter before they accumulate enough indexed tweets. Banned still beats manual.

One-click "Backfill 180d" button on manual authors runs a solo sweep over the last 180 days of that handle, catching Articles older than the daily 3-day window. Fire-and-forget; result lands in the Pulse history.

When the API key's daily/monthly budget runs out, the scanner now aborts cleanly with an ops alert — DIEM+USD pre-flight check + graceful 402 handling. Next cron retries when budget is back, no hammering in between.

Engagement counts on Buzz tweets now stay current — view/like/retweet numbers refresh over each post's first 30 days, instead of freezing at first scan. One-time backfill covered all 21.5k existing tweets.

Buzz scanner now queries @tryvenice alongside @askvenice. Backfill recovered ~6k pre-token tweets from May 2024 → Jan 2025.

Columns no longer shift left when an avatar fails to load — a fallback placeholder keeps the row geometry stable.

New page with a treasury address for anyone who wants to support VeniceStats independently (any EVM network, USDC welcome). Linked from nav, footer, and /about.

New principles charter — what VeniceStats is, what it isn't, what's promised. Same discovery surfaces as /chip-in.

Default view switched to list/table (mobile keeps the card grid); filter bar made sticky on desktop with per-type pills doubling as jump-nav. Dropped a dead 5-KPI tile row.

New section under "Explore VeniceStats" with the 6 newest Venice models cross-type — horizontal scroll on mobile, each card links to its /venice-models/[id] page.

Replaced web-search recon with buzz-feed + Sonnet filter pass; added subBurnsDaily / subRevenueDaily / emissionsTimeline charts; preview mode for safe iteration. Sunday cron now runs end-to-end with no manual chart patching.

New section on /diem plotting DIEM not yet staked, computed as (supply − staked) / supply. Chart Y axis zooms in on 24h–90d and anchors at 0 on 1y/ALL — current ~22%, down from 100% in Aug '25.

New section on /tokenomics between Staking and DIEM Economics, computed as (circulating − staked) / circulating over canonical circulating supply. Snapshot also decomposes total into Burned / Staked / Vesting / Free — current ~31%, down from ~97% in Jan '25.

New tool in @venicestats/[email protected] (26 total) returning current Free Float for VVV and/or DIEM with full supply decomposition. Powers Intelligence + Claude Desktop queries like "what's VVV free float now?" or "compare DIEM vs VVV scarcity".

The "🧠 Explore in Intelligence" button on /wallet/[address] now opens the curated 3-card Wallet topic with the address pre-bound to each prompt (Full Position Analysis / Trading History / Strategy Assessment), instead of a single hardcoded auto-start.

Pro/Pro+/Max sliders in the /burns Subscription Revenue Estimator now display percentages at 2 decimals (e.g. 76.43% instead of 76.4%) with step 0.01% so long-tail tiers are editable at the right precision.

venicestats_simulate_revenue (npm @venicestats/[email protected]) now accepts a comma-separated mix "pro,plus,max" on top of the named presets — chain burn_stats_by_tier → simulator with the empirical mix instead of falling back to standard.

New step chart in Staking Economics combining real history (since Jan 2025) with the announced forecast (4M Jun 1, 3M Jul 1). Solid line is real data from staking_snapshots; dashed line is the scheduled extension that disappears automatically as the worker picks up future on-chain cuts.

True cumulative running totals — the curve now only ever rises. Default series sums organic (discretionary) + programmatic (Pro Sub) burns; one-time spikes (airdrop sweep + team burn) hidden by default. Toggle "Show one-time" stacks them on top.

5 sections in /tokenomics now show 4 cards/row instead of 3. Chart pairs sit side-by-side in desktop; Staking Economics charts now sit above the callout (cards → visualisations → narrative). Callouts properly spaced from cards above. New cols prop on CardGrid with responsive step-down for tablet/mobile.

Venice cut VVV emissions to 5M/yr (May 1), on a staged path to 3M by July — targeting net deflationary. Schedule reflected across educational pages, plus a new timeline visual on /tokenomics and an Intelligence prompt that projects the deflationary tipping point.

xAI's new flagship landed on Venice. Drop-in replacement: cheaper (in $1.42/M, out $2.83/M — ~3× cheaper output vs 4.20), same capabilities (FC, vision, reasoning, xSearch). Smaller context (1M vs 2M).

Pro/Pro+/Max percentages on the /burns Tier Mix Snapshot now show 2 decimal places (e.g. Max=0.34% instead of 0.3%). Long-tail tiers were too coarse at 1 decimal.

Discretionary burn now drives the inference layer instead of hardcoded ranges. Programmatic burn captures ~11% of new-sub first-month billing (HARD bridge); discretionary, "tied to revenue surplus" per Venice ops, scales as fraction X of OTHER revenue (renewals + API + Enterprise). Sweep X ∈ {15%, 8%, 3%} brackets the bound on top of the active-sub Floor for Total ARR.

Kimi K2.5 → K2.6 (in $0.85/M, out $4.66/M). GPT-5.4 → 5.5 (in $6.25/M, out $37.5/M, ~2× vs 5.4 — note revised to "premium pricing").

Footer now links to /feedback (Community column) and the page itself has a prominent "Send Feedback" CTA. Closes the loop — published feedback was previously only reachable via the floating pill or direct URL.

Every new submission fires a Telegram alert + personal email backup. No more write-only submissions piling up unseen.

Curated user submissions render at /feedback with a multi-stage Gekko follow-up timeline. Threads support iterative updates ("acknowledged" → "shipped in vX") and sort by most recently updated so active threads float up. Each thread gets /feedback/[id] permalink, auto-generated OG card for X/Discord shares, and the whole feed is mirrored at /feedback/rss.xml.

Submissions can attach an identity — Anonymous, Initials, or a SIWE-verified wallet. Wallet identities show ENS name when available plus a size-tier badge (🐉 Leviathan, 🐋 Whale, etc) derived from sVVV holdings. Consent to publish is explicit (off by default).

Admin can edit comments before publishing (auto "✏️ Edited for clarity" badge), add unlimited follow-ups, and toggle individual responses public/internal. Internal notes never leak to the public board.

Feedback widget opens directly into the form (no more Rate vs Report split). Suggestion is now first in the type list. Star ratings retired.

Pro Sub burns now render per tier — 🔥 Pro (slate), ⚡ Pro+ (cyan), 👑 Max (amber with a gentle glow). The per-minute aggregate and daily-summary banner are retired; every burn shows individually.

New Tier Mix Snapshot (donut + per-tier breakdown + 14-day Buy Pressure forecast) with 7D/30D/All windows. Plus a Daily New-Signup Revenue chart — stacked tier-coloured bars with a Billed / 12mo-cohort toggle.

Subscription Revenue Estimator and the homepage Pro Sub Burns card now derive WASV from the empirical observed mix instead of the Standard preset (70/22/8). Homepage MRR dropped from ~$45K/day → ~$21K/day — same arithmetic, real inputs. Estimator simplified to a single Modeled view with a 📊 Load observed mix button, sub-1% slider precision, and a "↗ Floor estimate" caveat clarifying that pre-launch subscribers (invisible on-chain) push real revenue higher.

Weekly reports now ship a dedicated Subscriptions section when tier data is present — per-tier counts, blended USD/signup, WoW mix shift. Legacy "$1/sub" framing removed throughout.

/api/burns-timeline now sums the tier-deterministic buyback per Pro Sub bucket (was hardcoded 1 burn ≈ $1) — fixes the Aggregated Burn Activity chart's USD math post-flip. MCP gains venicestats_burn_stats_by_tier for empirical mix queries (7d/30d/90d windows); simulate_revenue and discretionary_burn tool descriptions updated to tier-aware framing with an explicit "buyback ≠ % of revenue" guardrail.

Swept every surface that touches Pro Sub burns or revenue framing. Caught a math bug in the Intelligence system prompt (signups/yr mislabelled as USD/yr), the homepage "Revenue Projection" chip propagating the burns-as-%-of-revenue trap, and the new MCP tool missing from the developers page catalogue.

The Pro Sub Burns card on /burns and the homepage now reads "$45K/day new MRR" instead of "$16M/yr ARR". Same figure, honest unit — the formula tracks daily new MRR at current signup pace, not annual recurring revenue.

Intelligence can now sort the model catalog by recency, not just price. Questions like "what are the newest LLMs?" return the latest additions with the date each was added to Venice.

Hourly check catches model-id changes before they break Intelligence chat. Chat also falls back to a working model if the user's pick goes offline. Prompt caching now active on About-writer, provider bios, Weekly Report, and Whale Dossier — lower cost, same output quality.

Reports now distinguish subscription count, VVV burned, and USD market value as three separate numbers. Earlier drafts conflated subscription count with VVV destroyed, overstating the tokenomic signal by ~10×.

Hardcoded constants replaced with current portfolio state. Transitions between protocol phases (e.g. Pro Sub launch-week → early-post-launch) no longer produce misleading deltas.

Wallet timeline: corrected buy/sell labels on some trades that routed through VVV/DIEM pools. Both legs of each swap now reflect the wallet's perspective — e.g. a VVV→DIEM trade correctly shows SELL VVV and BUY DIEM.

Headline circulating supply now sourced from Venice's official API. The same figure used by CoinGecko, CoinMarketCap, and DeFiLlama. Market cap, staking ratio, and every downstream surface (dashboards, Intelligence, MCP, REST API) propagate the canonical value automatically.

Our on-chain derivation now matches Venice's canonical figure to within 0.4% (~225K of 45.6M VVV). The refined formula subtracts the Team Ops multisig and only the still-locked Sablier portion — vested-but-unclaimed tokens count as circulating, aligning with how Venice itself calculates the number. Historical Staking Ratio chart recomputed end-to-end via one-shot backfill.

A small asterisk on /tokenomics surfaces our in-house derivation. Tooltip and a new FAQ entry explain the delta and methodology. Venice team-controlled wallets (signer EOAs and operational multisigs) now display recognizable labels when they appear on-site.

Buy-and-burn economy callable from any MCP client. venicestats_discretionary_burn (monthly CoW-Swap TWAP cycle state + projection + lifetime stats), venicestats_simulate_revenue (Pro Sub ARR simulator with 5 inputs mirroring the /burns Revenue Estimator), venicestats_burns_timeline (daily/weekly/monthly buckets across both burn channels). Tool count 21 → 24.

New "Buy-and-Burn Economy" group in both MCP Tools catalogue and REST API endpoints. Surfaces the 3 new tools alongside their backing endpoints (/api/discretionary-burn, /api/simulate-revenue, /api/burns-timeline).

All MCP tool counter references consolidated to 24. Previously a mix of 18, 20, 21 depending on the surface (hero copy, SEO meta, OG cards, Twitter card, tab label, stat pills). 8 sites unified in one pass.

Discretionary-mode burns now show exact USDC spent per swap. Every fill is backfilled from on-chain receipts. Lifetime $USDC-to-$VVV-burned multiplier computes at ~3.9×.

Buy-and-burn surfaces as two independent channels: monthly-discretionary and programmatic Pro Sub streaming. Dashboards, charts, and prose distinguish each, with lifetime and per-cycle totals per channel.

Buy-and-burn Activity chart extends the current bucket with a faded projection overlay. Daily/weekly extrapolate linearly; monthly blends current-cycle pace to burn day with historical pace for the post-burn remainder.

The /burns Revenue Estimator is now a callable Intelligence tool. Scenarios run bear/base/bull with identical math to the on-page estimator. Two additional tools: current-cycle discretionary lookup, arbitrary-range burns timeline.

Reports ingest the new two-channel signals directly. Weekly includes a projection snapshot, lifetime multiplier, and rolling 7-day per-channel splits. Whale Dossier narrative quality upgraded. Accuracy rules hardened across both pipelines.

Welcome gate retired; homepage routes directly to the dashboard. Terminal feed aggregates per-minute Pro Sub burns into bucket rows by default. /status and /faq updated for new pipelines and tool count.

198 models across 9 types, filterable and searchable. Grid or list view, filters by type, capabilities, editorial traits. Typo-tolerant search understands provider aliases. Live video quote pricing for 66 video models. 40 VeniceStats editorial picks.

Deep dive for every model. Feature TLDRs, pricing, context window, LLM-synthesized "About" prose, arXiv research papers, GitHub source links, provider bio preview. Dynamic OG social cards per model.

35 AI labs with dedicated profiles. LLM-synthesized bios, key stats, capability coverage, external links from Wikidata (official site, Wikipedia, X, GitHub, HuggingFace). Schema.org Organization JSON-LD.

Sortable index with squircle logo cards. Sort by model count, alphabetical, or recently added. Multi-tag classification — labs appear in every category they fit (Foundation, LLM, Video, Image, Audio, Embeddings).

New models and providers get fully enriched within 12 hours, zero intervention. Background workers for HuggingFace metadata, Wikidata lookups, LLM bios, and a logo fetcher (Twitter → Wikidata → Clearbit → DDG cascade). Low-confidence Wikipedia mappings go to an AI review queue drained daily.

Venice Models linked from NavBar, footer, and Intelligence. "More" dropdown reorganized into labeled groups (Analytics, Tools, Explore, Info). Mobile menu now 2-column grid. Dynamic OG image for the catalog page with live model/provider counts.

Smart truncation across all 21 tools. Per-tool row limits with aggregate stats preserved. Derived tool/model counts (no more hardcoded). Fixed OG image sizing. Share links now pre-warm the OG endpoint for instant previews.

Burn USD now matches the burns chart exactly. Each monthly burn priced at the VVV rate at burn time, not month-start. Synthesis safety fixes prevent the LLM from referencing its own prior drafts.

All 21 MCP tools documented. Added missing venicestats_token_benchmarks tool. Fixed stale tool-count labels.

/changelog cinematic hero + SEO. Revenue Estimator defaults to annualized view with MoM delta. DIEM price charts toggle between USD and VVV denomination.

Curated metadata for every comparison. Each token tagged with chain, launch year, category, description, and a one-line key fact. Categories: macro benchmarks, AI inference & training, AI agents, DePIN infrastructure, decentralized compute & GPU.

93,280 historical price rows. CoinGecko 365-day window for all 64 tokens, layered with DeFiLlama deep history reaching back to each token's first listing. BTC since 2013-04-28, ETH since 2015-08-07.

Cross-token reasoning unlocked. get_token_benchmarks (point-in-time comparison across the catalog), get_venice_models (live Venice.ai model catalog), get_price (lightweight current-price lookup), get_staking (Venice staking summary).

21 tools, both surfaces. The MCP now mirrors Intelligence one-to-one. Published to npm as @venicestats/[email protected]. See /developers.

Zero-touch schema migrations. scripts/deploy.sh now runs prisma db push --skip-generate && prisma generate between npm install and pm2 stop. Safe by default — destructive changes abort instead of silently destroying production data.

Complex queries no longer cut off mid-narrative. When Intelligence hits the maximum tool-call rounds, it now performs a final synthesis call (no tools) so the answer is always presented as prose, never as a dangling "Now let me also fetch...".

Intelligence is now reachable from where you already are. Pills added to pages where the contextual question is obvious. Nav reorganized, footer sitemap updated, FAQ refreshed with live metrics.

Corrected to use sVVV total supply. Previously totalStaked was derived via VVV.balanceOf(sVVV), which subtly diverged from Venice.ai's official number. Backfilled 1,868 historical snapshots and recalculated 18,929 staking ratios.

Now matches Venice.ai's published APR. The locked emissions APR previously didn't account for the 20% protocol cut on locked rewards. Fixed — VeniceStats and Venice.ai now show the same number to within 0.02%.

$1,096.76, not $1096.76. A small fix that makes large DIEM prices instantly readable.

Cinematic hero with transparent Q/A bubbles. Sharp-rendered JPEG, ~153 KB.

Footer, FAQ, and About now point to the dedicated #venicestats channel.

/i/[id] shareable URLs with OG images. Scope selector (single answer / Q&A pair / full thread), view counter, soft delete. Key-only auth supported.

System prompt injection per user. Stored in DB, also synced to localStorage for instant load. Supports any tone, persona, or domain-specific framing.

Star messages, navigate via sidebar. A second sidebar nav showing every starred message, grouped by session.

JSON or Markdown. Round-trip your conversations. Import modal validates JSON structure before applying.

Copy back into the input, edit, resend. Truncates the conversation past the edited point.

Font size, compact mode, wide mode. Three knobs that meaningfully change the reading experience.

Sidebar bottom-tab measurement fix, overflow handling, session actions. The mobile chat now feels first-class.

Intelligence search bar + Developers box on the homepage hero. First time the project's platform layer surfaces above the fold.

?q= auto-sends a prompt on page load. Topic deep-links from anywhere on the site can drop the user straight into an answer.

#6b6b6b in both light and dark themes. A small visual choice that stops the assistant from feeling either too clinical or too colored.

Use with just a Venice API key — no wallet required. Key is encrypted server-side. Honest copy throughout: "encrypted server-side, not browser-only".

get_social, get_vesting, get_buzz_metrics, get_large_swaps. The tool surface now spans almost everything the site itself displays.

A compelling pitch for logged-out users. Subtle filled cards instead of hard borders, VeniceStats branding with accent color, two-line subtitle.

Parity bump, published to npm. Same expanded tool surface available from any MCP client.

+ Intelligence reason in "Why Connect" modal. Lower friction onboarding.

If the connected wallet doesn't match the SIWE session, log out cleanly. Fixes a subtle bug where users could end up authenticated as the wrong identity.

Web search default toggled to "auto".

Wallet tools now return a direct link to the profile page. The chat can deep-link instead of just citing addresses.

Drop a screenshot or a research paper into the chat. Multimodal queries now work end-to-end.

Pick any Venice model, see its per-query cost. Curated "favorites" list for the most-used models.

Six fixed + six rotating per session. The fixed actions cover the highest-leverage queries; the rotating ones surface variety so the same user sees different ideas across sessions.

Smart default for the highest-quality answers. Users can downgrade if they want speed over depth.

Five-minute hard limit, two-minute streaming idle. Partial content always saved on timeout or error — never lose work.

Attachments and toggles now captured correctly across re-renders. A gnarly React bug that was eating message state.

Per-user, per-tool, per-model. Internal instrumentation so cost and usage stay observable.

Scrapes venice.ai/blog, changelog, and /media. First-party content surfaces alongside the buzz pipeline.

Visual polish along with the multimodal upgrade.

BYOK chat with seven tools. Live at /intelligence. Pay for inference with your own Venice API key — no per-query subscription, no markup, no middleman.

API docs, MCP guide, Try It, screenshot carousel. Quick Start sections for Claude Desktop, VS Code, Cursor, and other MCP clients. See /developers.

The first MCP server for any token-tracking analytics platform. Install once, get all the tools available to Intelligence inside your local LLM environment.

Self-aware tool surface. The chat can answer "what Venice models are available right now?" by calling Venice's own model catalog.

External scout (NUC → prod). Lets a remote scanner push articles into the buzz pipeline without crowding the main worker fleet.

Two-column hierarchy. Hero, trade detail, chart adapted to the trader's actual span instead of fixed periods, role/era/size badges as styled pills, vesting recipient ribbon when applicable.

Bellini-style backgrounds. Every share now has a unique, hand-curated visual that fits the page's theme.

Hybrid aggregate queries + filterable Large Swaps table. Daily volume aggregates worker, filterable large-swaps endpoint, period/token/min filters with race-condition protection.

Show 1inch, Banana Gun, Odos, and others by their actual brand mark. Plus a generic 🧩 RFQ icon for unrecognized aggregators.

Logos, avatars, timestamps, tooltips. Bottts-Neutral robot avatar matching the rest of the site.

Clickable price cards, navbar reorder. Every market view becomes shareable.

Grok multi-shot + Opus synthesis. Deeper article discovery for the buzz feed, with Opus picking the strongest candidates.

Programmatic access to social snapshots and per-author buzz feeds.

Initial tabbed layout (Streams / Recipients / Insider Trades). Sortable filtered trade feed with period and side filters.

Four tabs: Flow, Who, Trades, Streams. KPI cards with InfoTip tooltips, weekly buy/sell chart with VVV price overlay, retention bars, behavior badges, AbortController race protection on filter changes.

A dedicated route for the same dashboard. Direct shareable URL for insider analysis.

New "Trading (30d)" column with net flow + trade count. Plus swaps in the activity feed.

Data compiler now feeds net flow, sell pressure, and top sellers to Opus. The weekly report can incorporate insider behavior into its narrative analysis.

Detect → enrich → Opus → hero image → publish. Per-week dossier on the most consequential whale activity, generated through Venice inference end-to-end.

NOT EXISTS filter in /api/wallet-events. Removes duplicate vvv ↔ staking/vesting entries from the unified wallet feed.

Realtime listener now detects finalize (amount matches a prior unstake) instead of always labeling as "claim".

Dual event ingest for two missing pools. Brings the pool ingest coverage to all known VVV/DIEM venues.

WebSocket and polling modes both detect V2 events.

Validates contracts, events, and data flow end-to-end. Run before any pool config change.

10x speedup over chunked approach. Weighted concurrency for ENS and address resolution.

Bull/bear emoji on the pressure label. Quick-glance directional read on whether traders are net buyers or sellers.

44,000+ trades reconciled with accurate pricing. Aggregator-routed buys and sells now show up in /markets, /vesting, /tx, and the realtime terminal — with proper buy/sell attribution.

🐋🔓 marker. Whales who are also vesting recipients get flagged inline.

Trading intelligence for VVV & DIEM. Live at /markets.

Price, volume, swaps, traders, buy pressure. Each card has its own period change and tooltip.

Two panels: price + volume. Volume compressed to bottom 20%, dashed divider, homepage granularity.

Green accent, trading subtitle. A distinct visual for the trading section.

Preview gating removed. All seven skins now selectable: Default, Clean, ZX Spectrum, Cyberpunk, Arcade, Renaissance, plus extras. Originally three new ones (Cyberpunk, Arcade, Renaissance) were added the same day.

Swap metrics one-liner under the price charts. Quick dashboard glance for active traders.

Tunable parallelism for the resolver worker. Faster ENS and address resolution under load.

Auto stress test before launch. Self-checks before the night's heavy ingest cycle.

Plain-language definitions of every Venice and VeniceStats term. Live at /glossary.

The VVV token explained in narrative form. A from-zero introduction for new visitors. Live at /what-is-vvv.

The DIEM token explained from first principles. Mint mechanics, burn dynamics, valuation models. Live at /what-is-diem.

VVV versus Render Network. Side-by-side on the dimensions investors actually compare on: market cap, supply dynamics, revenue model.

VVV versus Bittensor. The other major decentralized AI play.

VVV versus Fetch.ai. AI agents framing.

Venice.ai versus ChatGPT. Privacy, control, model choice, BYOK pricing.

Venice.ai versus Perplexity. Search and research framing.

Internal scanner control panel. Run hybrid, gnews, youtube, or validate scanners on demand.

Weekly whale dossier reports get a permanent URL.

1inch, Matcha, CoW, Paraswap, Banana Gun, Odos, Harvest Finance, and more. Every aggregator-routed swap now shows its actual brand mark in the Markets and Terminal views.

Show the actual trader instead of the router contract. Aggregator swaps now attribute back to the wallet that initiated them, not the contract that executed them. Cleaner attribution everywhere swaps are surfaced.

Grouped navigation (Ops / Content / Community), collapsible on desktop, mobile drawer. A long-overdue cleanup of the admin nav as the admin surface kept growing.

Full-viewport overlay above public chrome, scroll behavior, prevent desktop-flash on mobile load. The admin panel finally feels first-class on mobile.

Every mint and stake matters. Small DIEM events that used to be filtered out as noise now show up correctly in the event log.

Tenth pool tracked for swap ingestion. Aggregator threshold lowered from 1 VVV to 0.1 VVV at the same time.

Independent health thresholds for swaps (5m) vs transfers (15m). Catches stalls before they propagate downstream.

False positives fixed. The bot detection was tagging legitimate arbitrage and order-splitting wallets as bots. Disabled until the heuristic gets reworked.

Streams every relevant on-chain Venice event live. 2-column layout, catchup replay, buy/sell coloring, whale emoji on large prints. Live at /terminal.

All on-chain events in one stream. Built on PublicNode for Base chain — reliable and free.

24h change + volume + dedup'd transfers. Live VVV/DIEM ticker at the top of the page.

setValueAtTime before ramp, interrupted state, clock scheduling. Sounds work cleanly across browsers now.

Retro 8-bit loading tone on every Terminal load.

Unified feed, compact top bar, NavBar fix. First-class mobile view from day one.

Themes, layout, dual VVV/DIEM rows, compaction. Gradual refinement across the day.

Joiners see the recent past animate in. No more dropping into a blank live feed.

OG tags, canonical URLs, JSON-LD structured data, optimized titles. Sharing any page now produces a clean preview, and the underlying markup is properly structured.

Matching the mobile menu style. Visual consistency across viewports.

Site fully open. Cookie check no longer blocks the homepage.

"Enter the Republic" → /welcome → dashboard. First impressions for new visitors.

Country flag + city + daily/total counts. Real-time visibility into who's discovering the site.

All / Digest / Off. Triage the alert volume from the admin panel.

Let returning users bypass the wizard.

736 KB → 223 KB. Cuts landing page load weight by 70%.

Only trusted sources auto-publish videos and articles. Cleaner buzz feed from day one of public launch.

Warm amber ribbon. Identifies vesting recipients at a glance on /wallet/[address].

Better signal for monthly trends. Unstaking wave stays at 7d because it's a tactical view.

Author-level moderation for the buzz feed. Block bad actors at the source.

With X API as fallback. Roughly 50× cheaper than the X API alone, with auto-fallback when SocialData rate-limits.

Schema columns + backfill script. Engagement metrics for the buzz dashboard.

Without requiring "venice" in the same tweet. Broader buzz coverage.

Centralized keyword + city gate for all scanners. Single source of truth for what's relevant.

170 trusted channels + dedup fix. Whitelist for auto-publish, manual review for everything else, hard dedup at the URL level.

Airdrop scams, hype clickbait ("100X GEM!!"), "make money" patterns. The buzz feed stops surfacing obvious noise.

Normalized URL hashing. Prevents the same article from appearing under different scanners.

250 authors / 25 per page. Browseable author leaderboard.

YouTube API + Grok article discovery. Backfilled the media hub with the previous several months of Venice coverage.

Tweets, articles, and videos about Venice in one feed. Live at /buzz.

First version of the whale dossier UI. Manual scaffolding before the full pipeline lands in v1.5.0.

Videos and articles, curated. Live at /media.

First public X account presence.

Every generated tweet credits the project.

Improved type detection for non-article media.

Catches JSON-LD in <body>, rejects old articles. Stale content gets filtered out.

Experimental research feed. Pipeline transparency, publishable workflow. Live at /insights.

Ops alerts + polling + admin controls.

Approve a waitlist entry directly from a TG message.

Credit dashboard, draft queue, type filters, scheduling.

Daily Pulse, Alpha Nugget (MWF), Venetian Spotlight (TuTh), Whale Watch, Weekly Wrap (Mon). Each generator produces approval-gated drafts.

Cron-based draft generation + TG approval flow. Drafts queued, operator approves or skips, scheduler publishes.

Internal balance tracking ($0.01/tweet), low-balance ops alerts.

Dedicated 6:00 AM cron, decoupled from census completion. Portrait healing no longer waits on the daily holders refresh.

Admin can preview archived weekly report versions. Reproducible report history.

Grok recon → Opus analysis. Both run on Venice inference. Hero image generated through Venice's image API.

/report/[weekId] with live charts. Each week gets a permanent URL.

Full editorial dashboard. Manual generation, version archiving, curator notes.

Real-time operations console for report generation. Live progress streaming from every pipeline stage.

Long-running generation no longer blocks the admin UI.

Generated through Venice's image API. Each week gets a unique cinematic header.

Decimal timer + progress bar + report version archive. Sharing a report on social media now shows the right preview.

Reusable Skeleton.tsx + shimmer CSS. Loading states stop feeling janky.

API endpoints read from DB instead of triggering multicall. Roughly 10× faster wallet lookups for tracked addresses.

Profile, API key vault, portrait preferences, danger zone. Live at /settings.

Census computes, APIs read. A conceptual shift from on-demand to materialized.

Faster access to user preferences from anywhere.

Rich table with rank, role, portraits, exposure, sorting, unfollow. A first-class community-tracking surface.

10 events in a 2-column layout. See what the people you follow are doing on-chain.

7,500 wallets/day with auto-pause on errors + admin report. Configurable rolling census.

withdraw → claim / finalize. Cleaner taxonomy for the wallet timeline.

Vesting claims now appear in the wallet timeline alongside staking events.

Sablier streams tracker. Visualizes every active vesting stream from the Venice team and investors — who's unlocking, how much, when. Cumulative cliff release schedule chart, sortable recipients table, individual stream detail. Live at /vesting.

Flow visualization. Pie chart of Venice treasury allocation, area chart of historical balance changes, transparency grade scorecard with a 3×3 grid of dimensions. Live at /treasury.

6-section analytics dashboard. KPIs (total claimed, recipients, distribution), distribution pie, claim timeline, retention bar, sortable recipients table with filters, loyalist spotlight grid showing the most-engaged recipient portraits. Live at /airdrop.

Eight-section narrative. Supply hero, genesis allocation, staking dynamics, DIEM mechanics, burns, vesting, net inflation pressure, and takeaways. The full economic story of Venice end-to-end. Live at /tokenomics.

Community portfolio tracking. Follow other wallets, see their activity feed, watch their VVV/DIEM positions evolve. Reworked into a full table view a few days later (see v0.6.0). Live at /watchlist.

The story behind the project. Hero background, rewritten copy, highlight cards, an expanded "what we track" section, and a small FAQ at the bottom. Live at /about.

Twelve questions, four sections. Covers everything from "what is VVV?" to "which wallets are tracked?" to "how does the cooldown work?". Live at /faq.

Invite code redemption. Logged-out users without a beta cookie land here.

Five steps, hero Illuminati layout, scoring explainer. Walks new users through the tier system, badges, and what they're looking at. Live at /welcome.

Waitlist management dashboard. Approve, generate invite codes, send invite emails.

Tabs: Reports + Reviews with averages. Centralized view of every bug report and 4-dimension star review.

System status for VeniceStats itself. Worker health, ingestion lag, API response times.

Welcome + invite emails. Verified domain via SPF + DKIM through Cloudflare.

Cookie-based beta gating, server-side validation. Middleware enforces the gate site-wide.

Three new tables wiring up the closed-beta flow.

Rate (4-dimension star reviews) + Report (bugs/suggestions). Two distinct surfaces, one consolidated admin view.

The republic. A leaderboard organized by tier, portrait grid, role distribution, and the Council of Ten (top 25 sVVV holders). Live at /venetians.

Three intersecting dimensions: role × era × size. Twelve size bands from Plankton to Leviathan. Roles from Gondolier to Illuminati. Eras from Newcomer to Founding. Every wallet ends up with a unique combination — there is no second of you.

Behavioral signatures, not granted. Patron, Loyalist, Arbitrageur, Compounder, and others — each earned through specific on-chain activity patterns.

AI-generated, paid in DIEM. Each wallet receives a unique Renaissance-style portrait via Venice's image API. The DIEM cost is paid by the project itself, closing a meta-loop: a Venice-built tool, paying Venice for art, to render the holders of Venice's token.

Admin scaffold. Auth (scrypt password), overview dashboard, portrait queue manager.

Background generation pipeline. New holders get queued automatically; high-priority slots can be filled on demand.

Six layouts tested, "Dense" picked as default. Revenue speculation UI, key metrics above the fold.

Burns page. KPIs, chart, breakdown, full event log. Historical burn revenue calculation. Live at /burns.

Staking page. KPIs, charts, leaderboard, individual wallet lookup. Live at /staking.

DIEM page. KPIs, charts, explainer, event log. Mint rate toggles. Live at /diem.

Four tabs: I Have VVV, Buy, My Position, DIEM Valuation. Personal scenario modeling with on-chain data backing each calculation. Live at /calculator.

Full wallet identity page. Chronicle, radar, exposure dashboard, vesting recipient ribbon, portrait. The deepest single-page view in the project.

Worker + cache + API + UI. Every address with an ENS gets resolved and displayed by name.

MetaMask, Rabby, and any injected EIP-1193 wallet. SIWE comes later (v0.6.0).

Switched from API calls to npm package for client-side SVG generation. Faster, no rate limits.

claimed_rewards column on wallet_positions. Leaderboard now shows claimed totals.

Mint economics, cohorts, minter badges. First analytics layer above the raw event ingest.

Responsive tables, nav, cards, layouts. First-class mobile from day one.

Behavioral signal in the staking leaderboard.

Share cards with portraits + sparklines + cityscape backgrounds.

Self-healing ingestion verification. First step toward production-grade reliability.

create-next-app with TypeScript, Tailwind, App Router. The bones.

The mega-commit. Database schema, viem RPC client for Base mainnet, 9 worker scaffolds, 6 API endpoints, 3-tier price system (ETH/USD → VVV/WETH → VVV/DIEM), historical backfill scripts. Everything needed to start ingesting Venice events.