Blog

Insights, tutorials, and tools for developers.

Kimi K3.1 Pro VRAM Requirements

Kimi K3.1 Pro needs 1.56 TB for its MXFP4 weights before any cache. Which GPU nodes fit it, what a 512 GB Mac can run, and what 256K of context adds.

DevToolLab Team·November 8, 2026

Latest Articles

Guide

4 min

Safe Software Downloads for Developers

How malicious installers and typosquatted packages reach developer machines, and the verification habits that keep them off your workstation.

DevToolLab Team·November 7, 2026

Tutorial

7 min

How to Flush DNS on Mac, Windows, Linux

Run ipconfig /flushdns on Windows, dscacheutil and killall -HUP mDNSResponder on macOS, resolvectl flush-caches on Linux, and learn which cache you can't clear.

DevToolLab Team·November 6, 2026

Tutorial

9 min

OpenSSH 10.6p2: Check and Patch Alpine

OpenSSH 10.6p2 fixes a password login bypass on Linux systems without PAM, Alpine included. Check your host, set PasswordAuthentication no, then upgrade.

DevToolLab Team·November 5, 2026

81–90 of 237

Best Log Management Tools in 2026: Costs

Guide

9 min read

Best Log Management Tools in 2026: Costs

Datadog, Grafana Cloud, Elastic and Better Stack priced on the same 500 GB of logs, plus the open source engines: Loki, OpenSearch, Graylog and VictoriaLogs.

DevToolLab Team·September 23, 2026·Updated September 26, 2026

Building a Content Moderation Pipeline That Catches AI-Generated Spam

Guide

6 min read

Building a Content Moderation Pipeline That Catches AI-Generated Spam

Wondering how to counter AI-generated spam? Find out some viable steps to build an impactful content moderation pipeline that catches AI-generated spam.

DevToolLab Team·September 23, 2026

Guide

9 min read

Best Usage-Based Billing Platforms 2026

Stripe bought Metronome and Adyen bought Orb in 2026. The metered billing options that are still independent, with verified prices, licenses and versions.

DevToolLab Team·September 22, 2026

Best DAST Tools in 2026: Prices Compared

Guide

9 min read

Best DAST Tools in 2026: Prices Compared

ZAP, Nuclei, Wapiti, Burp Suite, StackHawk and Detectify compared on the prices their own pages publish, with licenses and versions checked September 2026.

DevToolLab Team·September 21, 2026

Tutorial

7 min read

Local AI Git Commit Message Generator

Build a Python CLI and a prepare-commit-msg hook that turn a staged diff into a Conventional Commits message using a model on your own machine.

DevToolLab Team·September 21, 2026

Best API Gateways in 2026: Costs Compared

Guide

9 min read

Best API Gateways in 2026: Costs Compared

Kong, Traefik, Apache APISIX, KrakenD, Tyk and Amazon API Gateway compared on the prices their own pages publish, with a script that prices your own traffic.

DevToolLab Team·September 20, 2026·Updated September 26, 2026

Guide

9 min read

Firebase Alternatives in 2026, Priced

Supabase, Appwrite, Convex and PocketBase priced against Firebase on one app, with licenses and versions as of September 2026. One of them is not open source.

DevToolLab Team·September 20, 2026·Updated September 26, 2026

Guide

9 min read

System One Models vs LLM JSON in 2026

TypeSafe's Jev answers in 70 to 500 ms and Convai's Laya is Apache 2.0 on your own GPU. When a typed decision model beats constrained JSON from an LLM.

DevToolLab Team·September 20, 2026

Webpack Alternatives in 2026, Benchmarked

Guide

9 min read

Webpack Alternatives in 2026, Benchmarked

esbuild, Rspack, Vite with Rolldown and Turbopack benchmarked against webpack on the same module graph, with versions and licenses as of September 2026.

DevToolLab Team·September 20, 2026

Guide

9 min read

9 Supply Chain Security Tools in 2026

One npm dependency pulls in 67 packages. Syft, Grype, Trivy, Cosign, OSV-Scanner, Dependency-Track, Snyk, Chainguard and Socket, with real versions and prices.

DevToolLab Team·September 19, 2026

1…7 8 9 10 11…24

Blog

Kimi K3.1 Pro VRAM Requirements

Latest Articles

Safe Software Downloads for Developers

How to Flush DNS on Mac, Windows, Linux

OpenSSH 10.6p2: Check and Patch Alpine

More Articles

Best Log Management Tools in 2026: Costs

Building a Content Moderation Pipeline That Catches AI-Generated Spam

Best Usage-Based Billing Platforms 2026

Best DAST Tools in 2026: Prices Compared

Local AI Git Commit Message Generator

Best API Gateways in 2026: Costs Compared

Firebase Alternatives in 2026, Priced

System One Models vs LLM JSON in 2026

Webpack Alternatives in 2026, Benchmarked

9 Supply Chain Security Tools in 2026