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News
TACACS+ Failover Testing: Rejection, Outage, and Recovery Are Different Tests
14+ min ago (1131+ words) A TACACS+ rollout needs more than a successful login. Test what happens when one server is unavailable, when none can answer, and when the service returns. For each state, check who authenticated the user, what the user could do, and…...
Qwen3 32B vs Qwen3.8 Flash - AI Model Comparison
2+ hour, 12+ min ago (16+ words) OpenCode Related comparisons. Other model pairs to check....
Caesar Cipher Explained: How It Works, Encryption, Decryption, and Examples
25+ min ago (821+ words) If you've ever been curious about how encryption works at a basic level, the Caesar Cipher is a great place to start. It is one of the simplest classical encryption techniques. The idea is straightforward: shift each letter in a…...
Why I Built My Portfolio with Bun + Astro + MDX Instead of a More Complex Stack
34+ min ago (1367+ words) Choosing a stack is a product decision before it is a technical one. This article documents why this portfolio runs on Bun, Astro, and MDX — and, more importantly, the reasoning that led me to turn down more sophisticated alternatives. Nothing…...
Testing email verification flows in Playwright without a mail server
33+ min ago (682+ words) Most signup tests die at the same line. The form submits, the app renders "check your email", and the test has nowhere to go. You can assert the confirmation screen appeared, but everything after it — the code entry, the activated…...
Your primary key shouldn't be in the URL
34+ min ago (169+ words) A sequential integer primary key is a great internal identifier: compact, fast to index, naturally ordered. It is a poor external one, for three reasons: The fix is to stop making one column serve two audiences: Every lookup still has…...
How to Handle Webhook Errors in Make.com
39+ min ago (1080+ words) Webhooks are one of the easiest ways to connect different tools with Make.com. They are also one of the easiest places for an automation workflow to break. A webhook may receive incomplete data. A field may have a different…...
Every model. One API key.
3+ hour, 13+ min ago (427+ words) Annual Sale!Get 30% offClaim Now→ Developer API · v1 live Generate with the Nano Banana family today; Veo 3.1 and Seedream 5 join the same endpoint next, then the rest of the Flux1 AI catalog. One request shape, billed with the credits you already have....
DeepSeek V4.1 Flash Debuts With 552B Parameters and 1M Token Context
2+ hour, 35+ min ago (505+ words) DeepSeek has introduced V4.1 Flash, a new multimodal model designed to make long-context processing less demanding on computing infrastructure. Despite boasting 552 billion parameters, the system activates only a small fraction of them during request processing and utilizes a re-engineered context storage…...
68,495 Entries. Zero Restarts. I Still Refused to Sign It Off.
51+ min ago (1661+ words) The run was good. Seventy-two hours unattended. Two systemd units, both continuously active from launch to close. NRestarts=0 on each. Zero stop, start or failure lifecycle markers inside the window. The tracked working tree clean at close, and nothing executable…...