Four Generations of the Rapidflare Agent Harness - Spark, Flame, Blaze and Forge
How the Rapidflare agent harness has evolved across four generations — from a simple RAG pipeline in 2023 to a long-running, broader, deeper harness in 2026.
Building a Scalable Ingestion Pipeline with Temporal (Part 2)
Heartbeats, cancellation, approval gates, scheduling, observability, and the operational patterns that made our Temporal ingestion pipeline easier to run.
Building a Scalable Ingestion Pipeline with Temporal (Part 1)
How we built a document ingestion system that handles massive sources using Temporal's workflow orchestration, and the design decisions that made it scale.
The Rapidflare Fire Shield, Part II: Beyond the LLM
Part II of the Rapidflare Fire Shield series — WAF, reCAPTCHA, edge controls, human review, monitoring, and external pen-test layers around our AI pipeline.
The Rapidflare Fire Shield, Part I: The AI Safety Filter
Part I of the Rapidflare Fire Shield series — the multi-layer AI safety filter that classifies every inbound message before retrieval and answer generation.
How We Built LLM-Powered Autocomplete for AI Agents
How Rapidflare engineered LLM-powered autocomplete for AI agents, delivering suggestions in under 300ms with three-layer personalization.
Introducing the Electronics Industry’s First AI Agent with Visual Reasoning
Rapidflare introduces the electronics industry’s first visual-reasoning AI agent, turning schematics, diagrams, and technical visuals into searchable knowledge with diagram-grounded answers for engineering, support, sales, and marketing teams.
Building Scalable Technical Support for Engineering Communities in Electronics Manufacturing
Learn how Rapidflare built a scalable, secure Discord integration using webhooks, strong access controls, and native UX for large developer communities.
A Practical Guide to Recall, Precision, and NDCG
Step-by-step guide to optimizing RAG retrieval - improve recall, precision, and ranking for LLMs.