⌛ This Week’s Focus:
⭐ Optimize scripts to prevent gaps in data fetching.
⭐ Deploy Python temporal workers to handle scalable, parallelized workflows.
⭐ Migrate the database to Amazon Aurora for faster data processing.

We’ll continue optimizing the platform. Stay tuned for more updates!

🔷 Backend Optimization:
• Alt. candidates for backend data sources were investigated to optimize performance.
• Methods to exclude redundant tokens from data collection were researched to prevent CPU issues.
• A proof of concept (PoC) using Python was implemented for historical pool calculations

🔷 Lightweight Charts:
• The latest charting package has been set up, laying the foundation for visualizing trading data.
• We explored Uniswap’s charting implementation, which is significantly more complex but may offer valuable insights.

🔷 Swap Widget:
• Issues caused by outdated dependencies have been addressed by upgrading packages, effectively resolving key blockers.
• React-Query and Wallet modules were successfully imported to streamline future development.

🔷 Sauce50 Token Listing:
• Minor UI refinements were applied to token disclaimers to improve clarity and user experience.
• The inTopPools (top 50) logic has been successfully deployed to both development and production, improving the visibility of the most active pools.

Last Week’s Implementations:

🔷 Pool States Improvements:
• A MySQL stored procedure now calculates pool V2 states on a rolling basis using lastEventTimestampSeconds for improved efficiency.
• Support has been added for retrieving historical pool states by passing a timestamp.

Key Highlights from Last Week:
⭐ Improved V2 Pool States
⭐ Updated Sauce50 Token Listings
⭐ Updated Swap Widget
⭐ Began Lightweight Chart Development
⭐ Optimized Backend Data Processing

📌 Token Info Updates:
- Token icons & info are now derived from on-chain token IPFS/Arweave metadata or DavinciPics
- We've expanded supported fields to include Discord, Telegram, and token category
- Token information is checked frequently & updates automatically - no need to request updates

2/5

Our infrastructure ran smoothly throughout, even at peak demand. We’re committed to building robust DeFi infrastructure on Hedera.

2/2

⌛ Next Week's Focus:
⭐ Temporal job stability improvements
⭐ New retry utility for endpoint error handling
⭐ Dedicated missing data detection system

We'll continue optimizing and refining the platform. Stay tuned for more updates!

6/6

🔷 Platform Improvements:
• Resolved LARI Rewards transition issues
• Fixed token data gaps
• Implemented Hotjar and Google Analytics (consent mode)
• Added SAUCE association requirement for farm staking

5/6

🔷 Token Listing Automation:
• Resolved missing data issues
• Added image domain whitelisting
• Implemented file type detection

🔷 Data & Bug Fixes:
• Investigated and addressed missing data issues
• Developed automated detection systems
• Analyzed token pricing data solutions

4/6

Technical Implementations:

🔷 Operations & Monitoring:
• Integrated Discord and PM2 system health notifications
• Deployed production-level AWS CloudWatch and Temporal monitors
• Optimized Sentry reporting with refined error filtering
• Reduced noise by filtering expected 40x errors

3/6

Key Highlights:
⭐ New system health monitoring via Discord alerts
⭐ Deployed AWS CloudWatch and Temporal monitoring
⭐ Optimized Sentry error reporting
⭐ Automated token listing system
⭐ Data gap resolution
⭐ Governance proposal cooldown fix

2/6

⌛ The Week Ahead:
⭐ Improving system monitoring
⭐ Reducing incident response time
⭐ Deploying metadata system to production
⭐ Integrating a new token classification system
⭐ Scoping product reqs. for permissionless V2 pool creation

More improvements coming soon!

(6/6)

🔶 Infrastructure:
• Set up automated token updates
• Completed metadata recheck logic
• Streamlined data fallback systems
• Tested upload systems

(5/6)

🔶 Token System Updates:
• Completed metadata processing system
• Improved parsing and storage tools
• Refined listing automation
• Implemented security checks for website URLs

(4/6)

For more in-depth updates, check out the full list below!

🔶 V2 Pool Improvements:
• Updated pool state management
• Optimized token amount matching
• Refined slippage messaging

(3/6)

This week’s highlights:
⭐ Completed token metadata processing system with improved parsing
⭐ Refined token listing automation with security checks
⭐ Updated V2 pool state management
⭐ Implemented metadata recheck logic
⭐ Improved slippage messaging

(2/6)