guides
everything we've written.
92 guides, how-tos, and comparisons across the studio, grouped by product.
- use caseVibe coding security risks: why AI-built apps ship the same six problems
- how toThe pre-launch security checklist for vibe-coded apps
- how toHow to check a GitHub repo for security issues (by hand, and in one paste)
- how toYou committed an API key to GitHub. Here's the order of operations.
- use caseAI-code security scanner: what the category is for, and what to expect from one
- comparisonquality·vibes vs Snyk and enterprise SAST: different tools for different builders
- use caseSQL injection in AI-generated code: the string-built query problem
- use caseYour codebase's security score, explained: the exact math behind quality·vibes's 0–100
- how toHow to fix security findings with Claude Code: what a good fix prompt contains
- use caseThe state of vibe-coded security: we scanned 549 self-described AI-built repos
- use caseThe 6 most common security findings in vibe-coded apps, measured rather than guessed
- how toHow we security-benchmarked 549 vibe-coded repos: corpus, engine, caps, and caveats
- use caseClaude Code security: the tool, the code it writes, and how to harden both
- use caseIs Lovable safe? Judge the app it generated, not the builder
- how toSupabase row-level security: why AI skips it, how to find it, how to fix it
- use caseIs Bolt.new safe? The tool is fine. The app it generates needs a check
- use caseVibe coding cleanup specialist: what the work is, and where it starts
- comparisonAI code review tools: what they check, and the gap they leave
- use caseAI code review overhead is the new review tax. Here's where it goes, and how to cut it
- how toHow to keep AI-generated code quality high: a practical workflow for teams shipping with agents
- comparisonquality·vibes vs linters and static analysis: different tools for the AI-slop problem
- use casePreventing architectural drift: keeping a codebase coherent when agents write most of it
- use caseYour codebase's cleanliness score, explained: how quality·vibes gets from findings to a number out of 100
- how toHow to clean up vibe-coded apps: the tidy-up pass AI-built repos never get
- how toHow to detect and delete dead code (commented-out blocks, TODO piles, debug leftovers)
- use caseHow much code duplication is too much, and which copies actually matter
- use caseConsistency in a codebase: filenames, indentation, and the phantom diffs they cause
- how toRepo hygiene checklist: README, .gitignore, lockfile, and the junk that shouldn't be in git
- how toRefactoring a messy repo with Claude Code: prompts that tidy without breaking
- use caseCode quality metrics that actually predict pain, and the vanity numbers to ignore
- comparisonquality·vibes vs manual code review: what a scan catches, what only a human can
- use caseThe state of vibe-coded code quality: we scanned 549 self-described AI-built repos
- use caseThe most common mess in AI-generated code, counted across 549 repos
- how toHow we benchmarked 549 vibe-coded repos for code quality: corpus, engine, caps, and caveats
- use caseCode quality checker: score a whole repo from its GitHub link
- use caseCode smells: the common ones, with examples and how to catch them
- use caseSpaghetti code: what it is, why it happens, and how to untangle a repo
- use caserobot·guard gives you one place to whitelist the bots you want and block the ones you don't
- use caseWhat is robots.txt, and why it matters more than ever
- how toHow to block specific AI bots from scraping your website
- use caseThe hidden cost of unwanted bot traffic, and how AI scrapers inflate it
- how torobots.txt for SEO: how to whitelist Googlebot without locking out the rest
- comparisonrobots.txt vs firewall: choosing the right bot protection
- how toA developer's guide to robots.txt rules that don't bite you later
- how toHow to generate an intelligent robots.txt for the modern web
- how toHow to protect your content from AI training with robots.txt
- use caseSmall business website security: robots.txt strategies that actually help
- how toHow to block GPTBot in robots.txt
- how toHow to block ClaudeBot and anthropic-ai
- how toHow to block CCBot (Common Crawl)
- use caseWhat is Google-Extended (and should you block it)?
- use caseDo AI bots actually respect robots.txt?
- use caseThe AI crawler user-agents to know in 2026
- how toHow to edit robots.txt in WordPress
- how toRobots.txt on Shopify: what you can and can't change
- comparisonrobots.txt vs noindex: which one keeps a page out of Google?
- comparisonrobots.txt vs llms.txt: do you need both?
- how tohow to monitor docker container cpu usage in real-time, minus the open-source overhead
- use casekubernetes resource utilization monitoring for devops teams: a saas alternative
- comparisonagent-based container monitoring vs. manual open-source tools
- how tosimplifying container memory alerts across multiple cloud environments
- use casegetting started with real-time docker container metrics for developers
- use casethe benefits of lightweight agents for container performance monitoring
- use caseunderstanding network i/o for kubernetes pods: a simple guide
- use casewhy your devops team needs cross-platform container monitoring saas
- how tosetting up cpu and memory alerts for containerized applications
gif·ai17
- comparisonLooking for a Giphy alternative? Edit the GIF instead of settling for the closest match
- how toHow to edit a GIF with a prompt (no timeline, no frame-by-frame)
- how toHow to add text to a GIF without it jittering across frames
- use caseCustom Discord GIFs: edit a reaction nobody else in the server has
- use caseReaction GIF maker: get the exact reaction instead of the closest one
- comparisonLooking for an ezgif alternative? Edit the GIF from a prompt instead of hand-tooling it
- how toHow to make a GIF smoother: interpolate a choppy clip into cleaner motion
- how toHow to recolour a GIF: change the colour from a prompt across every frame
- comparisonAI GIF generator vs editor: why editing an existing clip beats generating from scratch
- use caseBranded GIFs for marketing: restyle a real clip into something on-brand
- how toRemove Unwanted Objects from GIFs Using AI Prompts
- how toChange or Replace Objects in a GIF with AI Prompts
- how toHow to remove text from a GIF that's baked into the frames
- how toHow to put a filter on a GIF without it flickering
- use caseWhat is an AI GIF editor, and how is it different from a generator?
- how toHow to remove a watermark from a GIF with a prompt
- how toHow to change the background of a GIF from a prompt
- comparisonThe machine learning roadmap that actually links the resources, in order
- how toHow to learn machine learning for free, in the right order, with code at every step
- how toWhat order should you learn machine learning in?
- use caseHow to learn LLMs and transformers without skipping the foundations
- use caseLearn AI for free on an ordered path, with no account and no paywall
- comparisonpath·ai vs roadmap.sh: a topic graph or an ordered, resource-linked path?
- how todon't let life derail your ai/ml learning: stay consistent with curated paths
- use casethe biggest ai career mistake in 2026: learning llms without ml fundamentals
- how tostop 'learning ai' and start 'building ai': your path to practical projects