Blog
Practical notes on AI tools, programming, software engineering, and technology.
TypeScript 7.0 Arrives with a Native Go Compiler: What It Means for Build Pipelines
Microsoft's rewrite of TypeScript in Go brings up to 10x faster compilation speeds. Here is what engineering teams need to know about the transition, type checking performance, and CI pipeline adjustments.
4 min read
Practical Memory Management in Modern Systems Languages
Comparing manual memory management, garbage collection, and compile-time ownership semantics to understand runtime overhead and memory safety.
Engineering for the Agentic Era: Infrastructure, Identity, and Operational Control
As AI agents gain execution autonomy in production, software engineering focus is shifting from code generation to security boundaries, identity stacks, and observability.
3 min read
Understanding Database Locks: Row, Page, and Table Level Mechanics
A practical breakdown of database locking mechanisms, isolation levels, and lock escalation to prevent deadlocks and performance degradation in production.
How to Evaluate a RAG Application With a Regression Test Set
Build a practical RAG evaluation loop with retrieval metrics, answer checks, citations, human review, judge models, and release gates.
5 min read
Choosing a Database Migration Strategy for Production Teams
Compare expand-and-contract migrations, backfills, locks, rollback limits, monitoring, and release sequencing for safer production database changes.
5 min read
How to Design a Reliable Webhook Receiver
A practical guide to webhook receivers: signature checks, idempotency, retries, ordering, persistence, observability, and tests.
Microsoft’s July 2026 Patch Tuesday Shows the New Cost of AI-Found Vulnerabilities
Microsoft’s July 2026 security update fixed hundreds of vulnerabilities. The larger lesson is how AI-assisted discovery changes patching pressure for technology teams.
3 min read
$1.6 Billion in Idle DeFi Liquidity Shows the Cost of Inactive Capital
A 1inch report says roughly $1.6 billion in crypto liquidity is sitting outside active trading ranges. Here is what the estimate means for traders and liquidity providers.
Claude Sonnet 5 Just Dropped. Here's What Developers Should Know.
Anthropic released Claude Sonnet 5, a model that nearly matches Opus 4.8 at a fraction of the cost. Here's what changed and whether it matters for your workflow.
3 min read