Tutorials, comparisons, and strategies to build AI agents that convert.
How to build a performant AI chat widget under 20KB that doesn't destroy Core Web Vitals. Shadow DOM, bundle optimization, and lazy loading patterns that work in production.
Adding reranking to your RAG pipeline: Cohere Rerank vs cross-encoders, real accuracy numbers, and when the cost/latency tradeoff is worth it.
Deploying AI chatbots on Next.js 15 Edge Runtime: streaming responses, cold start reality, when Node.js runtime wins, and real performance numbers.
Keeping your AI chatbot's knowledge base fresh without downtime. Webhook-driven sync, incremental updates, and zero-downtime reindexing patterns.
Preventing data leaks in multi-tenant AI SaaS. Row-level security, schema-per-tenant patterns, rate limiting, and billing isolation with real SQL examples.
We compared Chatbase against Simple Agent, Botpress, Tidio, CustomGPT, and SiteGPT on pricing, response quality, and real cost per conversation. No fluff — just data.
HNSW vs IVFFlat decision guide, critical parameters (m, ef_construction, ef), worked benchmark with 500k vectors at 1024 dims, and Postgres-specific gotchas for production pgvector deployments.
Taxonomy of LLM hallucination types, grounding via source-citation enforcement, temperature tuning, post-processing validation, and a fintech KB case study with before/after failure modes.
How to measure faithfulness, answer relevancy, and context recall in production. Includes a 50-question worked example with annotated RAGAS scores and what to do when metrics drop.
An honest look at where AI chatbots genuinely save time, where they fall short, and a simple ROI estimate for small businesses.
Direct vs indirect prompt injection in RAG systems — including a real attack scenario with a poisoned knowledge base, Python mitigation code, and a production hardening checklist.
A production-focused guide to chunking strategy, embedding model selection, retrieval tuning, and a worked example: 50-page SaaS docs to production in 4 hours.
Complete tutorial to create, train, and embed an AI agent on your site without writing code. From zero to a working widget in about 90 seconds.
We tested Chatbase, Botpress, Intercom Fin, Tidio, CustomGPT, and Simple Agent for 4 weeks. Real data: setup time, response quality, actual cost per conversation, and end-user NPS.