Building in Public
Full transparency into our development journey. See every feature shipped, what's in progress, and our vision for the future.
Development Timeline
From initial launch to continuous improvement
Foundation & Launch
Built the core platform with STRICT scoring methodology and comprehensive crypto analysis infrastructure.- Developed proprietary STRICT Score methodology analyzing 6 key pillars: Sustainability (treasury runway, revenue model), Transparency (team visibility, governance), Revenue (protocol fees, tokenomics), Innovation (tech uniqueness, dev activity), Community (DAU, ecosystem growth), and Tokenomics (supply mechanics, utility)
- Created comprehensive profiles for 426 cryptocurrencies across 24 sectors including Layer 1, Layer 2, DeFi, AI, DePIN, RWA, Gaming, and more
- Built risk scoring system (0-100) evaluating market risk, technical risk, regulatory exposure, and team/security concerns
- Integrated real-time price data from CoinGecko Pro API with intelligent 60-second caching and automatic rate limit management
- Developed responsive UI with dark/light themes using Tailwind CSS 4 and Shadcn UI component library
- Built rankings page with sorting by STRICT score, risk level, upside potential, and market cap
- Implemented advanced filtering by sector, score tier (Legendary/Gold/Silver/Bronze), and risk level
- Created detailed crypto pages with overview, investment thesis, strengths/risks analysis, catalysts timeline, and price targets
- Launched multi-language support with English, French, and German translations for all UI elements
- Implemented subscription system with Stripe supporting monthly and yearly plans with automatic billing
Global Expansion
Expanded language support to reach global audiences and launched advanced AI-powered research features.- Extended to 10 languages: added Spanish, Portuguese, Turkish, Korean, Japanese, Vietnamese, and Indonesian with full crypto content translations
- Built LRU-cached translation system (5000 entries, 10min TTL) with lazy-loading for optimal performance
- Deployed custom coin research system allowing users to request analysis of any CoinGecko-listed cryptocurrency
- Created 6 parallel AI research agents: CoinGecko data extractor, website analyzer, Twitter sentiment scanner, GitHub activity tracker, news aggregator, and whitepaper analyzer
- Built automated issue detection system that monitors error logs and auto-creates actionable issues with context
- Developed multi-agent issue fixing with 5 specialized agents: Coder, Architect, QA, Security, and UX analysts
- Launched Daily Pick feature with AI selection based on score momentum, catalyst timing, and market conditions
- Released mobile API with complete feature parity including rankings, crypto details, watchlists, and user settings
- Implemented secure API authentication with rate limiting (100 req/min free, 1000 req/min premium)
- Integrated Meta Pixel and X Ads conversion tracking with full GDPR compliance and consent management
Content Automation
Building sophisticated AI automation for continuous content generation and real-time data updates.- Automated daily blog posts covering market analysis, sector deep-dives, and crypto spotlights in all 10 languages
- Built daily market digest system summarizing top movers, volume leaders, and significant price action
- Created breaking news automation responding to major market events within hours
- Deployed X (Twitter) bot that monitors @grok mentions for crypto queries and responds with Coira analysis links
- Built weekly comprehensive market analysis covering macro trends, sector rotation, and upcoming catalysts
- Smart data freshness monitoring that flags stale content and triggers automatic updates
- Automated catalyst tracking that updates timeframes and marks completed events
- 7-agent validation pipeline checking data accuracy, source verification, date consistency, hallucination detection, and quality scoring before any publish
Advanced Intelligence
Next-generation AI features for deeper market insights and personalized recommendations.- Portfolio optimization with AI-powered allocation recommendations based on risk tolerance
- Intelligent alert system with customizable triggers for price, score changes, and news events
- Cross-chain analytics dashboard for multi-network DeFi position tracking
- Historical STRICT score tracking to visualize fundamental changes over time
- Backtesting engine to validate strategies against historical performance
- Correlation analysis identifying relationships between assets and market movements
What We've Built
Core features powering your crypto research
STRICT Scoring System
Proprietary 6-pillar methodology scoring cryptocurrencies 0-100 based on Sustainability (treasury/runway), Transparency (team/governance), Revenue (protocol fees), Innovation (tech/dev activity), Community (adoption/ecosystem), and Tokenomics (supply/utility).
Risk Assessment
Comprehensive risk scoring (0-100) evaluating market volatility, technical vulnerabilities, regulatory exposure, team reputation, and smart contract security across all 426 tracked assets.
AI Research Agents
6 parallel AI agents analyze each crypto in under 5 minutes: CoinGecko market data, official website content, Twitter sentiment and engagement, GitHub commit activity, news coverage sentiment, and whitepaper technical analysis.
10 Languages
Complete translations including English, French, German, Spanish, Portuguese, Turkish, Korean, Japanese, Vietnamese, and Indonesian. Both UI and all crypto content fully localized.
Auto-Generated Content
AI generates 3-5 daily blog posts, market digests, and news articles. All content passes through 7 validation agents checking accuracy, sources, and quality before publishing in all 10 languages.
Catalyst Tracking
Track upcoming events and milestones for each cryptocurrency with impact ratings (High/Medium/Low), expected timeframes, and automatic status updates as events complete.
Contract Verification
Verified contract addresses for 15+ networks: EVM chains (Ethereum, Polygon, Arbitrum, Optimism, Base, BSC, Avalanche) and non-EVM (Solana, Cosmos, Near, Sui, Aptos, TON). Multi-source validation from CoinGecko, block explorers, and official docs.
Real-Time Prices
Live price data from CoinGecko Pro API with 60-second intelligent caching, automatic rate limit management handling 500+ requests/minute, and graceful degradation on API issues.
What's Next
Features we're actively working on
Portfolio Optimization
AI-powered recommendations to optimize your crypto portfolio allocation. Input your holdings and risk tolerance, receive rebalancing suggestions based on STRICT scores and correlation analysis.
Smart Alerts
Customizable notification system for price movements, STRICT score changes, new catalyst announcements, and breaking news. Set thresholds and receive alerts via email, push, or in-app.
Developer API
Full RESTful API access for developers to integrate Coira's data. Endpoints for rankings, crypto details, STRICT scores, price history, and real-time websocket feeds. OpenAPI documentation included.
Historical Data
Access complete historical data including daily STRICT scores, risk ratings, and price data going back to listing. Export to CSV/JSON for your own analysis and backtesting.
Native Mobile Apps
iOS and Android apps with full feature parity, push notifications, portfolio tracking, and offline access to your watchlists and favorite cryptos.
Social Features
Share your watchlists, follow other researchers, and see community sentiment. Discussion threads on each crypto page for knowledge sharing.
Continuous Development
Our platform improves every day through automated systems and AI-powered content generation. No manual intervention required.
How Our Automation Works
- 6 AI research agents analyze crypto data around the clock, updating scores, risk ratings, and content for 426+ cryptocurrencies automatically
- Content is generated in English and automatically translated into 9 additional languages using context-aware AI translation that preserves technical accuracy
- 7 validation agents verify every piece of content: Registry data check, CoinGecko price verification, web research validation, date accuracy, cross-consistency, hallucination detection, and quality scoring
- Issues are auto-detected from error logs, analyzed by 5 specialized agents (Coder, Architect, QA, Security, UX), fixed automatically, and submitted as pull requests for review
- Catalyst timelines are monitored and automatically updated as events complete or get rescheduled based on official announcements
Our Commitment to You
We believe in radical transparency. This roadmap shows exactly where we are, what we're working on, and where we're headed. Over 1,100 commits, 426 cryptos analyzed, 10 languages supported. No vague promises, no hidden agendas, just honest progress updates.