By: Geeq  on Jan 10, 2026

December was about quality you can feel and scale you can trust. Here’s the tight read.

✅ Test coverage and automation

Automated coverage is up roughly 20 percent across unit, integration, and end to end suites. New boundary and adversarial cases run in CI on every pull request. Flaky tests were quarantined or rewritten, timing noise reduced with deterministic seeds, and failures now surface clearer diagnostics. Result: faster feedback, fewer regressions, higher release confidence.

📈 Scalability and efficiency

Work focused on handling ledgers that exceed in-memory limits while keeping resources predictable. Core cryptographic structures now compute in chunks with streaming verification and bounded memory. Merkle calculations are leaner, hot paths were profiled and tightened, and backpressure keeps ingestion smooth under load. Result: steadier throughput and lower peak memory as datasets grow.

🧠 Why this matters

Better tests cut risk and shorten the path from feature complete to ship. Streaming-friendly crypto keeps growth smooth as data scales.

🔜 What’s next

Extend automated coverage to long-tail edge cases and failure injection

Run mixed read and write scale tests across chains

Benchmark the new crypto pipeline and publish latency and memory targets

Gate releases on green CI with stricter quality bars

Thank you for your support! 🙌