Practical guides on AI, automation and building software

Cursor Agent SDK Tutorial: Install, Build and Deploy a PR Agent

Cursor's Agent SDK turns agents into Markdown and TypeScript projects you can test and deploy. Install the right package, build a PR reviewer and ship it.

Oct 29, 2026 14 min read

Series and topics

All topics

AI model guides12 articles Messaging bots3 articles AI integration11 articles Data and scraping3 articles Hosting and infrastructure11 articles Automation6 articles Gemini 4 series7 articles Migrations3 articles

Claude Code 5-Hour Limit Draining Fast? Agent Summaries, 8 Fixes

A viral report says Claude Code's background agent summaries took 16% of one team's spend; a Claude Code engineer puts it near 2%. How to check yours and cut it.

Discord Server Web Pages: What Admins Must Set Before November 16

Every Discoverable Discord server gets a public web page on November 16, 2026, with AI summaries, and public messages follow in mid-December. Here is what admins should set.

Measure Conversions on Customer Devices: Meta Pixel Change Nov 12

Meta is switching on a Pixel setting that matches ad views to purchases on the shopper's own device. What changes on November 12, 2026, and how to check your numbers.

Magento PolyShell (CVE-2026-48356): 8 Steps to Patch and Clean Up

CISA added the Magento PolyShell upload flaw to its exploited list on 27 October 2026. The isolated patches that fix it, the order to apply them and how to check a store for webshells.

Kimi K3.1 Pro API: Pricing, Open Weights Date and Python Code

Moonshot launched Kimi K3.1 Pro on 23 October with a 1M-token context and open weights promised by 4 November. API prices, Python setup, benchmarks and the K2 cutoff.

GitHub Copilot Fusion: Effort Levels, Pricing and How to Use It

GitHub made Copilot Fusion generally available on 28 October 2026. It picks one or more models for each prompt. How the effort levels, plans, billing and setup work.

Automation & Workflows

TCPA Revocation Rules November 25, 2026: 10 Steps for SMS Senders

The FCC rewrote its TCPA opt-out rules: from November 25, 2026, businesses can name exclusive opt-out methods and limit some opt-outs by category. Here is what to change.

Tailscale SSH Vulnerability (Tailworm): Update to 1.104.4 in 7 Steps

Tailscale fixed the Tailworm bugs, bulletins TS-2026-014 to TS-2026-017, in version 1.104.4 on 28 October 2026. Who is affected, the forwarding workaround and a 7-step update plan.

ChatGPT Pro API Credits: How to Claim Up to $500 a Month (2026)

OpenAI now gives eligible ChatGPT Pro and Business subscribers up to $500 a month in API credits. Who qualifies, how to claim, what the credits cover and what they buy.

WordPress 7.1.4 Security Release: 22 Fixes and How to Update

WordPress released 7.1.4 on 28 October 2026 with fixes for 22 vulnerabilities, including an updater race condition. The patched version for every branch and 8 steps to update.

Oct 29, 2026 11 min read

Gemini 4 Carbon: Release Date, Pricing, Access and vs Argon

Google announced Gemini 4 Carbon on 28 October 2026, but access starts with a subset of cyber defenders. The rollout, the price, how access works and how it compares with Argon.