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Cat Links Software Engineering

Inside the .NET Garbage Collector: Generations, the Card Table, and Tuning That Actually Works

Posted on September 21, 2026September 25, 2026

Most developers treat the garbage collector as weather: it happens to them, and occasionally it ruins their day. But the

Continue readingInside the .NET Garbage Collector: Generations, the Card Table, and Tuning That Actually Works

Cat Links Software Engineering

PostgreSQL Isolation Levels: What Repeatable Read Actually Guarantees

Posted on September 21, 2026

Every PostgreSQL developer knows the four isolation levels from the SQL standard: Read Uncommitted, Read Committed, Repeatable Read, Serializable. Fewer

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Cat Links Software Engineering

DeepSeek V4.1-Flash, Explained Like You’re New: KV Caches, MoE, and the 890-Byte Trick

Posted on September 21, 2026

Deep­Seed­ed? No — Deep­Seek. In Sep­tem­ber 2026 the Chi­nese AI lab released a paper titled “Deep­Seek-V4.1-Flash: Push­ing the Lim­its of

Continue readingDeepSeek V4.1-Flash, Explained Like You’re New: KV Caches, MoE, and the 890-Byte Trick

Cat Links Software Engineering

Load Balancing Beyond Round Robin: Least Outstanding Requests and Consistent Hashing

Posted on September 20, 2026

Here is a failure mode that shows up in every system with more than two backends: round robin distributes requests

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Cat Links Software Engineering

SSRF Defense in Go: Why URL Validation Fails and How to Fix It at the Dial Layer

Posted on September 19, 2026

Server-Side Request Forgery (SSRF) keeps topping real-world breach reports for a simple reason: modern applications are glued together with outbound

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Cat Links Software Engineering

Inside the Go Scheduler: G, M, P, Work Stealing, and Preemption

Posted on September 19, 2026

Goroutines are famously cheap. You can scatter a hundred thousand of them across a program without thinking twice, and the

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Cat Links Software Engineering

API Pagination Strategies: Offset, Cursor, and Relay Connections Done Right

Posted on September 19, 2026

Sooner or later, every API designer hits the pagination wall. The endpoint works fine in staging, then production traffic arrives

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Cat Links Software Engineering

SLOs and Error Budgets: The Math That Decides When to Ship and When to Stop

Posted on September 19, 2026

Every team says they care about reliability, but very few can answer the follow-up question: how reliable, exactly, and how

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Cat Links Software Engineering

Zero-Downtime Schema Migrations in PostgreSQL: Expand-Contract, Lock Timeouts, and Safe ALTER TABLE

Posted on September 17, 2026September 20, 2026

PostgreSQL takes an ACCESS EXCLUSIVE lock for most ALTER TABLE operations. That lock conflicts with everything — reads, writes, even

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Cat Links Software Engineering

Trace Context Propagation: Why Your Distributed Traces Break and How to Fix Every Hop

Posted on September 16, 2026September 17, 2026

You open your tracing backend to debug a slow checkout request and find five disconnected traces instead of one. Five

Continue readingTrace Context Propagation: Why Your Distributed Traces Break and How to Fix Every Hop

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