Blog
Practical notes on AI tools, programming, software engineering, and technology.
Your Reasoning Model Isn't Dumb, Your Parser is Throwing Away its Best Answers
Understand how output parsers and schema validation can accidentally discard valid reasoning model responses. Fix your pipeline to stop losing great AI outputs.
6 min read
EIP-8361: Analyzing Ethereum's Proposed Zero-Issuance Model for Staking Overload
EIP-8361 introduces a zero-issuance limit if staked assets cross a critical threshold. Learn how this proposal alters ethereum validator yields and burn mechanics.
The Quality Crisis of 'Vibe Coding': When Speed Inevitably Trashes Codebase Security and Maintainability
Rapid ai-coding promises speed but often leaves behind massive security vulnerabilities and technical debt. Learn the true cost of vibe coding.
5 min read
Zero-Knowledge State Channels: The Scalability Bridge DeFi Desperately Needs
By merging state channels with zero-knowledge cryptography, DeFi can overcome L2 latency and high fees to deliver instant, private, and secure transactions.
6 min read
Optimizing P99 Database Latency: Techniques Beyond Simply Adding Indexes
Fix tail latency in production databases by resolving buffer pool pollution, lock contention, micro-batching issues, and connection pooling bottlenecks.
6 min read
Zero-Downtime Schema Migrations: Designing PostgreSQL Databases for Continuous Deployment
Deploy schema changes to your production postgresql database without locking tables. Master safe column additions, type alterations, and index building.
7 min read
Stablecoin Velocity: The True Metric of On-Chain Adoption We're Ignoring
Track the real velocity of stablecoins to measure network adoption. Learn how payment throughput and L2 settling structures drive Web3 utility.
5 min read
Validators Rally Behind Solana Proposal to Increase Daily SOL Burns to $650,000
Solana validators are voting on a governance upgrade that changes burn dynamics. What it means for token economics, circulating supply, and validator incentives.
4 min read
Branchless Rust: Accelerating Data Filters by Eliminating Conditionals
Branch prediction failures can slow down tight hot loops. A practical look at implementing branchless programming patterns in Rust to speed up filter functions.
4 min read
Inside the $116 Million Coldcard Hack: How Offline Bitcoin Seed Phrases Were Guessed Without Touching the Devices
How did hackers guess Coldcard seed phrases offline? Analyze the firmware vulnerability that compromised entropy and drained $116 million in bitcoin.
4 min read