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Author: teliaz

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Constraint Decay: Why Your AI Agent Forgets the Rules (and What to Do About It)

Posted on May 24, 2026September 11, 2026 teliaz

Editor’s note (September 12, 2026): Four months on, this piece holds up well — both studies remain the reference points

Continue readingConstraint Decay: Why Your AI Agent Forgets the Rules (and What to Do About It)

Cat Links Software Engineering

Hard-Won Engineering Truths: Lessons That Survive Every Tech Cycle

Posted on May 23, 2026September 11, 2026 teliaz

Editor’s note, September 2026: The two CISA links in the supply-chain and memory-safety sections below died during a CISA site

Continue readingHard-Won Engineering Truths: Lessons That Survive Every Tech Cycle

Cat Links Software Engineering

5 Trending GitHub Repos: AI Agent Infrastructure, Stealth Browsing, and On-Device TTS

Posted on May 23, 2026September 11, 2026 teliaz

Editor’s note (September 12, 2026): This is a May 2026 snapshot of a fast-moving ecosystem, and the trajectory since only

Continue reading5 Trending GitHub Repos: AI Agent Infrastructure, Stealth Browsing, and On-Device TTS

Cat Links Software Engineering

Deno 2.8: Six New CLI Commands That Change Your Daily Workflow

Posted on May 22, 2026September 11, 2026 teliaz

Editor’s note, September 2026: This piece was written when Deno 2.8 was fresh. Deno has since shipped Deno 2.9 (June

Continue readingDeno 2.8: Six New CLI Commands That Change Your Daily Workflow

Cat Links Software Engineering

OpenTofu 1.12: Why Infrastructure as Code Just Got More Practical

Posted on May 21, 2026September 11, 2026 teliaz

When the OpenTofu project launched in 2023 as a community-driven fork of Terraform, it was essentially a drop-in replacement with

Continue readingOpenTofu 1.12: Why Infrastructure as Code Just Got More Practical

Cat Links AI News

Qwen3.7-Max: Built for the Agent Era, Not the Chat Era

Posted on May 20, 2026September 11, 2026 teliaz

Editor’s note, September 2026: Written at launch in May 2026, when pricing hadn’t been published — that has since changed:

Continue readingQwen3.7-Max: Built for the Agent Era, Not the Chat Era

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Build APIs That Survive Retries: Idempotency Keys in Go

Posted on May 20, 2026September 11, 2026 teliaz

Network requests fail. Timeouts happen. Retries are inevitable. If your API charges a customer’s credit card twice because a TCP

Continue readingBuild APIs That Survive Retries: Idempotency Keys in Go

Cat Links Software Engineering

Stop Guessing Edge Cases: Property-Based Testing in Go and Python

Posted on May 18, 2026September 11, 2026 teliaz

Editor’s note, September 2026: Four months on, nothing here has aged out. Hypothesis is at 6.168.x on PyPI and still

Continue readingStop Guessing Edge Cases: Property-Based Testing in Go and Python

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OpenTelemetry in 2026: Four Signals, Declarative Config, and Observability That Actually Works

Posted on May 14, 2026September 11, 2026 teliaz

Editor’s note, September 2026: This piece was written in May 2026, shortly after Profiles entered Alpha. The status sweep as

Continue readingOpenTelemetry in 2026: Four Signals, Declarative Config, and Observability That Actually Works

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What the OWASP Top 10:2025 Changes Mean for Your Codebase

Posted on May 13, 2026September 11, 2026 teliaz

OWASP has released the Top 10:2025 — the eighth edition of its flagship security awareness document — and the changes

Continue readingWhat the OWASP Top 10:2025 Changes Mean for Your Codebase

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