
MiroFish vs OpenClaw Factory: simulation vs execution
Two open-source multi-agent systems, two different bets. MiroFish simulates societies; OpenClaw executes work. Here's what each is for, and why it matters.

Two open-source multi-agent systems, two different bets. MiroFish simulates societies; OpenClaw executes work. Here's what each is for, and why it matters.

SEO and LLM citation are different games that happen on the same page. Here's the llm seo blog pattern that wins both in 2026 — structure, voice, proof.

Most ai automation dach agency promises collapse on contact with a Mittelstand buyer. Here's the pattern that actually ships — scope, pricing, delivery.

OpenClaw shipped a reddit monitoring tool with Claude as the engineering backend in a single sprint. The full ai built saas case study — scope, security audit, GTM, and the first numbers.

Three months shipping kling 3 ad creatives for a DTC brand. What worked, what was expensive, what made Meta's algorithm happy — and what it didn't.

I watched two client sites lose 80% of organic traffic overnight. AI content SEO 2026 is not what the 'undetectable' tools promise — here's what Google actually penalizes.

Six months using nano banana pro brand imagery across four brands. The model's quirks, the prompts that work, the QA loop that keeps visuals on-brand.

The n8n vs claude agents question gets argued in ideology and decided in practice. Here's when a workflow beats an agent, and when it's the other way around.

From idea to paying customers in eight weeks. The ai trading education saas build log — stack, decisions, mistakes, and the 300-user beta that paid for itself.