2026-07-15[luminescent-cluster]Memory as a Service: Enabling Multi-Agent CollaborationWhen AI agents need to share context, handoff tasks, and collaborate without stepping on each other's toes. Here's how we built MaaS.2026-07-15[luminescent-cluster]Automated Context Loading: Teaching AI Agents to RememberThe friction of "load context" and "save context" prompts is over. Here's how we automated memory management with Agent Skills and Git Hooks.2026-07-15[luminescent-cluster]HybridRAG: Two-Stage Retrieval for AI MemoryPure vector search isn't enough. Here's how we combine BM25, embeddings, and cross-encoder reranking to achieve accurate memory retrieval.2026-07-15[luminescent-cluster]Grounded Ingestion: Preventing AI Hallucination Write-BackWhen AI agents have write access to your knowledge base, hallucinations become persistent. Here's how we built a provenance system that blocks ungrounded claims.2026-07-15[luminescent-cluster]Building Multi-Platform Chatbots: One Codebase, Four PlatformsDiscord, Slack, Telegram, and WhatsApp all have different APIs. Here's how we built a unified architecture that lets you deploy to all four from a single codebase.2026-07-15[luminescent-cluster]Memory Blocks: Structuring Context for AI AgentsAI agents forget everything between sessions. Here's how we built a 5-block memory architecture that gives them persistent, prioritized context without blowing token budgets.2026-07-15[luminescent-cluster]Open Source Strategy: What's Free and WhyWe open-sourced the core of Luminescent under Apache 2.0. Here's what that means for you, how we decide what's free vs paid, and why we think this model works.2026-07-15[luminescent-cluster]Security Deep Dive: 10 Rounds of LLM Council ReviewWe submitted our code to a multi-model AI council for security review. They found 30+ vulnerabilities. Here's what they caught and how we fixed it.2026-01-05[amiable-templates]Building Template Management Tooling: ADR-007How we built a CLI tool and Claude Code skill to manage our template registry with three levels of validation.2026-01-03[amiable-templates]Building an OSS Foundation: ADR-001 ImplementationHow we established community standards for amiable-templates using Architecture Decision Records (ADRs) and multi-model AI review.