Engineering
Why we built our own RAG pipeline instead of buying one
Off-the-shelf retrieval kept getting our answers wrong. Here's the hybrid approach that fixed it.
GuideLite Engineering·May 14, 2026·8 min
Product
Introducing Agent Versioning: ship faster, rollback faster
Every change you make to your agent is now tracked, comparable, and reversible. Here's how it works.
GuideLite Product·May 6, 2026·5 min
Guides
Prompts vs. fine-tuning: when to reach for which
A practical decision tree based on years of building agents, with cost and latency math.
GuideLite Engineering·Apr 22, 2026·7 min
AI Agents
The five-stage AI rollout that survives procurement
A playbook for buying, piloting, and scaling AI agents inside a 500+ person org.
GuideLite Product·Apr 14, 2026·9 min