Glaivio is an opinionated framework for shipping reliable, self-improving AI agents that remember conversations. Persistent Memory: Conversations survive restarts. Self-Improvement: Agents learn from user corrections automatically. Production-Ready: Built-in PII redaction and human handoff. Multi-Channel: One codebase for channels like WhatsApp, email, sms, etc. If you’re tired of wiring together Lego blocks, start shipping with Glaivio.

Littlebird — The only full-context AI

The only full-context AI

While scaling my last AI SaaS to £320k ARR, I realized the hardest part wasn't calling the LLM - it was everything else. Most frameworks give you "Lego blocks" but leave you to build the memory, the PII redaction, input channels from scratch. Glaivio is the framework I wish I had. It’s "Convention over Configuration" for the Agent era. What ships out of the box: 🧠 Persistent Memory - Conversations survive restarts (no config). 💡 Self Improvement - Agents learn from user corrections automatically. 🛡️ Production Ready - Built-in PII redaction & human handoff. 📱 Multi Channel - Run the same agent on WhatsApp or Gmail (for now). If you’re tired of wiring together primitives and just want to ship agents that actually work in the real world, give it a pip install. 🚀 I'm hanging out in the comments all day! Would love to hear what you're building! 👇

1. Prompts are bugs

If your prompts are scattered inside f-strings and nested classes, you re building technical debt. We treat prompts like assets (CSS/HTML). Decouple your "instructions" from your "logic." When a prompt fails, you patch the Markdown file, not the codebase.

1. Prompts are bugs

Littlebird — The only full-context AI

The only full-context AI

Glaivio: Reliable AI Agents in Minutes

AI agents that remember and self-improve.

AI agents that remember and self-improve.

Forum Threads

Prompts are bugs

1. Prompts are bugs

Forum Threads

Prompts are bugs

1. Prompts are bugs