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How Hash Tables Actually Work: Collisions, Load Factors, and the Resize Dance

Posted on August 25, 2026August 26, 2026 teliaz

Every language you have ever used has a hash table hiding somewhere in it. Python calls it dict, Go calls

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SLOs You Can Actually Alert On: Error Budgets and Burn Rates in Prometheus

Posted on August 24, 2026 teliaz

Every on-call rotation has a story about the alert that fires at 3 a.m. for something that isn’t wrong. CPU

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Cat Links Software Engineering

Killing Flaky Tests: Reproduce, Quarantine, Fix

Posted on August 24, 2026 teliaz

A test that fails every time is annoying. A test that fails some of the time is corrosive. The always-failing

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Go 1.27: Generic Methods, JSON v2 by Default, and a Runtime That Finds Its Own Leaks

Posted on August 23, 2026 teliaz

Six months of Go development lands at once twice a year, and the Go 1.27 release (August 2026) is one

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Kubernetes Secrets Without the Secret Sprawl: External Secrets Operator in Production

Posted on August 23, 2026 teliaz

Every Kubernetes cluster has the same awkward secret sitting in its API: the Secret. Base64 encoding is not encryption, anyone

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5 Trending GitHub Repos: Quantized Vector Search, Static GPU Binaries, and a Fly With Real Neurons

Posted on August 23, 2026 teliaz

The commits that caught my attention this week range from a vector database that shrinks a 31 GB corpus into

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Harness Scaling: How a State Machine Runtime Pushed Agents to 95.3% on Terminal-Bench

Posted on August 23, 2026 teliaz

The default answer to “make the agent better” is a better model. But a growing pile of evidence says that

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Cat Links Software Engineering

AGENTS.md: Teaching Coding Agents to Work in Your Repository

Posted on August 22, 2026 teliaz

Two years into the coding-agent era, a plain Markdown file has quietly become standard infrastructure. AGENTS.md is the place where

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The Modern Terminal Toolkit: fzf, ripgrep, zoxide, and the Utilities That Compound Daily

Posted on August 22, 2026 teliaz

Most of a developer’s day is spent locating things. A file whose name you half-remember. The command you typed last

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Cat Links Software Engineering

SQLite in Production: The Database You Already Ship

Posted on August 21, 2026 teliaz

Most applications don’t need a database server. They need durable, queryable state — and somewhere along the way the industry

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