📰 Dev.to · guardlabs_team

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We built a 5-level MLM referral system. 6 months, 6 users, $0 earned. Here's what we learned killing it

A 5-level referral pyramid with internal currency. Zero organic adoption in 6 months. The post-mortem and the pivot to a simpler model.

Dev.to · guardlabs_team 3w ago

I Built a Brain Orchestrator for My 142 Agents. Here's the Bash It's Mostly Made Of.

Postmortem & howto: ecosystem orchestrator на bash + SQLite + systemd timers без heavy framework.

Dev.to · guardlabs_team ⚡ AI Lesson 3w ago

Multi-tenant SaaS for $30/mo: wildcard SSL + nginx vhost generator + Flask routing

How to run a multi-tenant SaaS (50+ tenants on subdomains) on a single $30/mo VPS. No Kubernetes, no managed services. nginx wildcard + Let's Encrypt + Flask pe

Dev.to · guardlabs_team 3w ago

I'm launching a SaaS partnership with $0 ad budget — on purpose. Here's the stack

No paid ads to launch a B2B partnership program. The actual $0-budget traffic stack: dev.to longreads, HARO, build-in-public, cold DM via existing chat infrastr

Dev.to · guardlabs_team 4w ago

Why I'm Building an AI Agents Course (Even Though Everyone Else Is Too)

Анонс курса по AI Agents для крипто-трейдинга и business automation. Why now, what's different, founder pricing.

Dev.to · guardlabs_team 1mo ago

The "Money Button" Illusion: What Crypto Bots Are Actually For

A crypto bot is not magic and not passive income. We debunk the myths — "set and forget", "no emotions", "ready-made settings" — and walk through real infrastru

Dev.to · guardlabs_team 1mo ago

I built a $0 fault-tolerant AI pipeline (Groq 5 DeepSeek Vertex template)

Multi-LLM fallback chain that survives provider rate limits, account-level Cloudflare blocks, and price spikes. With code. Powers a security audit as a side eff

Dev.to · guardlabs_team 1mo ago

We replaced 5 SaaS subscriptions with one $20/month plan — here's the math

Hosting, SSL, Cloudflare, backups, monitoring — what every solo SaaS founder is paying separately for, and what happens when you consolidate.

Dev.to · guardlabs_team 1mo ago

I audited my own SaaS for AI agents. Half my content was invisible.

A solo founder's wake-up call about the silent web crisis nobody warned us about — AI-Readiness in 2026.

Dev.to · guardlabs_team 📣 Digital Marketing & Growth ⚡ AI Lesson 1mo ago

Partner program at $97/mo is a dying model — here is what works in 2026

ClickFunnels, GoHighLevel, Whop — all charge $97-99/month and lose churn battles. We tried a different angle: 7-day free trial + $29/mo + 60+ products. Here's t

Dev.to · guardlabs_team 1mo ago

My Bot Made $11, Then Woke Up With Amnesia

A debugging story about Storage vs Memory — and four rules to keep your services from forgetting their own state after a restart.

Dev.to · guardlabs_team 1mo ago

I built an open-source CLI that scores any site for AI-agent readiness (0-100)

agent-readiness-cli — single-file Python tool that audits llms.txt, JSON-LD, AI-bot robots.txt, canonical, MCP, meta and sitemap. MIT, std-lib only.

Dev.to · guardlabs_team 1mo ago

Self-Hosted vs SaaS Monitoring in 2026 — The Hidden Cost of Each

Honest analysis of self-hosted (Uptime Kuma, Gatus, Statping) vs SaaS (Better Stack, Pingdom, Datadog) monitoring. When self-hosting saves money and when it cos

Dev.to · guardlabs_team 1mo ago

WordPress Maintenance Cost: $59/mo vs $240/yr Real-World Breakdown (2026)

Honest breakdown of true WordPress maintenance costs in 2026 — sticker price vs hidden hosting, plugin license, malware cleanup. With a comparison table.

Dev.to · guardlabs_team 1mo ago

Cómo hacer que tu sitio web sea legible para agentes de IA en 2026 (llms.txt, MCP Cards, Structured Data)

Guía práctica para que sitios independientes estén listos para agentes de IA: formato llms.txt, tarjetas MCP, JSON-LD y robots.txt para crawlers de IA.

Dev.to · guardlabs_team 1mo ago

WordPress / WooCommerce Checkout Anti-Fraud — 9 Production-Tested Defenses (2026)

Real-world anti-fraud stack for indie WooCommerce stores. Turnstile vs reCAPTCHA, BIN matching, velocity rules, address validation, 14-day hold logic. Without e

Dev.to · guardlabs_team 1mo ago

How to Make Your Website AI-Agent Readable in 2026 (llms.txt, MCP Cards, Structured Data)

Practical guide to AI-agent readiness for indie sites — llms.txt format, MCP server cards, JSON-LD structured data, robots.txt for AI crawlers. What ChatGPT, Cl

Dev.to · guardlabs_team 1mo ago

WordPress CVE Response Playbook 2026: First 24 Hours After a Critical Disclosure

What to do when a critical WordPress plugin or core CVE drops. Triage in 30 minutes, patch sequence, monitoring for active exploitation, communication template

Dev.to · guardlabs_team 1mo ago

Las mejores herramientas gratuitas de monitoreo de sitios web (2026): Sin tarjeta de crédito, sin rodeos

Análisis honesto de herramientas gratuitas de monitoreo de uptime en 2026: UptimeRobot, Better Stack, Uptime Kuma, etc. Qué significa realmente el plan gratuito

Dev.to · guardlabs_team 1mo ago

Monitoreo autohospedado vs. SaaS en 2026: el costo oculto de cada uno

Análisis honesto del monitoreo autohospedado (Uptime Kuma, Gatus, Statping) vs. SaaS (Better Stack, Pingdom, Datadog). Cuándo ahorras y cuándo cuesta más.