<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Rapidflare Blog</title><description>Insights on AI-powered sales acceleration, RAG pipelines, and technical innovation from the Rapidflare team.</description><link>https://blog.rapidflare.ai/</link><item><title>A Practical Framework for Evaluating AI Agents</title><link>https://blog.rapidflare.ai/blog/designing-eval-cases/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/designing-eval-cases/</guid><description>Evaluating AI agents is hard to get right. This is the framework we use at Rapidflare to test our agents, catch regressions, and ship with confidence.</description><pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate><author>Ashikka Gupta, Sathvik Murthy</author></item><item><title>Evals First, Agents Second: A Field Guide for Enterprises</title><link>https://blog.rapidflare.ai/blog/evaluating-ai-agents-electronics-enterprise/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/evaluating-ai-agents-electronics-enterprise/</guid><description>Why evaluation comes before the agent: how we measure what &quot;good&quot; looks like when it comes to AI for product intelligence, and how we meet your organization wherever you are in the transformation journey.</description><pubDate>Sun, 21 Jun 2026 00:00:00 GMT</pubDate><author>Vasanth Asokan</author></item><item><title>From Silicon to Scale: How DEEPX Is Scaling Developer Support</title><link>https://blog.rapidflare.ai/blog/from-silicon-to-scale-deepx/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/from-silicon-to-scale-deepx/</guid><description>When your chip is running inside 30 partner ecosystems across 8 countries, how you manage and deliver technical knowledge becomes as critical as the silicon itself.</description><pubDate>Sun, 31 May 2026 00:00:00 GMT</pubDate><author>Balpreet Kaur</author></item><item><title>Four Generations of the Rapidflare Agent Harness - Spark, Flame, Blaze and Forge</title><link>https://blog.rapidflare.ai/blog/rapidflare-agentic-evolution/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/rapidflare-agentic-evolution/</guid><description>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.</description><pubDate>Fri, 08 May 2026 00:00:00 GMT</pubDate><author>Vasanth Asokan</author></item><item><title>Building a Scalable Ingestion Pipeline with Temporal (Part 2)</title><link>https://blog.rapidflare.ai/blog/temporal-ingestion-pipeline-part2/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/temporal-ingestion-pipeline-part2/</guid><description>Heartbeats, cancellation, approval gates, scheduling, observability, and the operational patterns that made our Temporal ingestion pipeline easier to run.</description><pubDate>Wed, 06 May 2026 00:00:00 GMT</pubDate><author>Dipkumar Patel</author></item><item><title>Building a Scalable Ingestion Pipeline with Temporal (Part 1)</title><link>https://blog.rapidflare.ai/blog/temporal-ingestion-pipeline-part1/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/temporal-ingestion-pipeline-part1/</guid><description>How we built a document ingestion system that handles massive sources using Temporal&apos;s workflow orchestration, and the design decisions that made it scale.</description><pubDate>Fri, 01 May 2026 00:00:00 GMT</pubDate><author>Dipkumar Patel</author></item><item><title>The Rapidflare Fire Shield, Part II: Beyond the LLM</title><link>https://blog.rapidflare.ai/blog/rapidflare-fire-shield/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/rapidflare-fire-shield/</guid><description>Part II of the Rapidflare Fire Shield series — WAF, reCAPTCHA, edge controls, human review, monitoring, and external pen-test layers around our AI pipeline.</description><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate><author>Vasanth Asokan</author></item><item><title>The Rapidflare Fire Shield, Part I: The AI Safety Filter</title><link>https://blog.rapidflare.ai/blog/responsible-ai-safety-filter/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/responsible-ai-safety-filter/</guid><description>Part I of the Rapidflare Fire Shield series — the multi-layer AI safety filter that classifies every inbound message before retrieval and answer generation.</description><pubDate>Wed, 08 Apr 2026 00:00:00 GMT</pubDate><author>Jun Song</author></item><item><title>Agents Can Reason. They Still Can&apos;t Really Search.</title><link>https://blog.rapidflare.ai/blog/agent-search-problem/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/agent-search-problem/</guid><description>Agents have a search problem across the whole stack: web search, RAG, tool discovery, skills/workflow loading, and even context compaction.</description><pubDate>Tue, 17 Mar 2026 00:00:00 GMT</pubDate><author>Dipkumar Patel</author></item><item><title>How We Built LLM-Powered Autocomplete for AI Agents</title><link>https://blog.rapidflare.ai/blog/building-llm-autocomplete-for-electronics-agents/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/building-llm-autocomplete-for-electronics-agents/</guid><description>How Rapidflare engineered LLM-powered autocomplete for AI agents, delivering suggestions in under 300ms with three-layer personalization.</description><pubDate>Mon, 09 Mar 2026 00:00:00 GMT</pubDate><author>Ashikka Gupta</author></item><item><title>Introducing the Electronics Industry’s First AI Agent with Visual Reasoning</title><link>https://blog.rapidflare.ai/blog/visual-reasoning-ai-agent-for-electronics/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/visual-reasoning-ai-agent-for-electronics/</guid><description>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.</description><pubDate>Wed, 25 Feb 2026 00:00:00 GMT</pubDate><author>John Williams</author></item><item><title>Introducing Inline Citations: Traceable AI for Technical Industries</title><link>https://blog.rapidflare.ai/blog/introducing-inline-citations/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/introducing-inline-citations/</guid><description>Rapidflare Agents now support inline citations, enabling traceable, verifiable AI answers grounded in datasheets, manuals, and standards documents. Built for technical industries where accuracy and compliance matter.</description><pubDate>Wed, 11 Feb 2026 00:00:00 GMT</pubDate><author>Jun Song</author></item><item><title>Building Scalable Technical Support for Engineering Communities in Electronics Manufacturing</title><link>https://blog.rapidflare.ai/blog/building-scalable-discord-integration/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/building-scalable-discord-integration/</guid><description>Learn how Rapidflare built a scalable, secure Discord integration using webhooks, strong access controls, and native UX for large developer communities.</description><pubDate>Thu, 22 Jan 2026 00:00:00 GMT</pubDate><author>Jun Song, Dipkumar Patel, Alex Bui</author></item><item><title>Rapidflare Launches Native Discord Integration for Scalable Developer Support</title><link>https://blog.rapidflare.ai/blog/rapidflare-discord-integration/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/rapidflare-discord-integration/</guid><description>Rapidflare’s native Discord integration helps DevRel teams support large developer communities with accurate, AI-powered responses.</description><pubDate>Wed, 21 Jan 2026 00:00:00 GMT</pubDate><author>Navanee S, Vasanth Asokan</author></item><item><title>A Practical Guide to Recall, Precision, and NDCG</title><link>https://blog.rapidflare.ai/blog/rag-retrieval-optimization/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/rag-retrieval-optimization/</guid><description>Step-by-step guide to optimizing RAG retrieval - improve recall, precision, and ranking for LLMs.</description><pubDate>Mon, 03 Nov 2025 00:00:00 GMT</pubDate><author>Dipkumar Patel</author></item><item><title>Accuracy: The Key to Effective AI-Powered Technical Sales</title><link>https://blog.rapidflare.ai/blog/ai-accuracy-in-technical-sales/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/ai-accuracy-in-technical-sales/</guid><description>In technical sales, precision and clarity form the basis of trust. Realizing those values in AI agents means building on structured expertise, explainable reasoning, and continuous validation, ensuring accuracy and reliability where every detail matters.</description><pubDate>Mon, 20 Oct 2025 00:00:00 GMT</pubDate><author>Vasanth Asokan</author></item><item><title>Building Enterprise Trust: Rapidflare Achieves SOC 2 Type II Compliance</title><link>https://blog.rapidflare.ai/blog/soc-2-type-ii-rapidflare/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/soc-2-type-ii-rapidflare/</guid><description>Rapidflare is now SOC 2 Type II certified, ensuring enterprise-grade security, compliance, and trustworthy AI agents for sales in the electronics industry.</description><pubDate>Thu, 18 Sep 2025 00:00:00 GMT</pubDate><author>Vasanth Asokan, Prush P</author></item><item><title>Task-Specific AI vs Generic LLMs: Why Precision and Reliability Matter</title><link>https://blog.rapidflare.ai/blog/task-specific-ai-vs-generic-llms/</link><guid isPermaLink="true">https://blog.rapidflare.ai/blog/task-specific-ai-vs-generic-llms/</guid><description>Discover why task-specific AI outperforms generic LLMs in precision, reliability, and context for mission-critical industries.</description><pubDate>Fri, 05 Sep 2025 00:00:00 GMT</pubDate><author>Navanee S, Vasanth Asokan</author></item></channel></rss>