Product Deep Dives
Browse all Product Deep Dives articles.
Using OpenCode with AINative: Frontier and Open Models Through One Endpoint
How to point OpenCode at AINative to get Claude, GPT-4o, Kimi K3, GLM-5, DeepSeek, and 20+ models from one OpenAI-compatible endpoint — with setup steps.
Cody CLI: The Claude Code Alternative That Runs Any Model
Looking for a Claude Code alternative? Cody CLI brings any model, persistent memory, and MCP-native tooling to your terminal — included in your AINative plan.
Mem0 vs ZeroDB: Choosing an Agent Memory Layer
An honest comparison of Mem0 and ZeroDB for AI agent memory — architecture, what each includes, portability, and how to decide.
AINative vs Cursor: Which AI Coding Tool Is Right for You?
A candid, feature-by-feature comparison of AINative (Cody CLI) and Cursor — models, memory, MCP, pricing — to help you pick the right AI coding tool.
Zero-Trust Semantic Authorization: How AINative Stops Agents From Going Off-Task
AINative now verifies every agent tool call for both structural integrity and semantic intent — our production implementation of the CASA research framework, running live in log-only mode.
Your AI Agent Memory Is Now Portable: Introducing MIF in ZeroMemory
ZeroMemory now exports and imports agent memory in open formats — MIF and Vault-LD. Migrate from Mem0, Zep, or Letta, export to git or Obsidian, and never worry about lock-in again.
The Infrastructure Stack Behind AI-Native Enterprises
ZeroMemory Scores 96.1% on LoCoMo — Beating Every Published AI Memory System
ZeroMemory achieves the highest published score on the LoCoMo benchmark (ACL 2024), outperforming MemMachine, Mem0, Zep, and every other AI agent memory system. Here's how we did it and why it matters.
ZeroMemory Holds 100% Recall on LongMemEval V2 — Now With Open Llama 70B Instead of GPT-4o
We re-ran the LongMemEval benchmark against ZeroMemory with Llama 3.3 70B instead of GPT-4o. Result: 100% Recall@1, zero errors, and 94% QA accuracy — all on a free, open model. Here's what changed under the hood.
From Free Llama to Bare-Metal H100: Inside AINative's Inference Stack
Inside AINative's tiered inference stack: from free Llama 4 on serverless NIMs to dedicated H100 and MI300X clusters with one OpenAI-compatible endpoint.
How AI Agents Provision Their Own Infrastructure: A Deep Dive into Zero-Human MCP Onboarding
Agent self-provisioning in practice: MCP servers that create their own ZeroDB credentials on first run, no human in the loop.
Fixing AI Amnesia with Biological Architecture
Episode 2 of the AINative Podcast — why AI agents forget everything, and how ZeroMemory's biologically-inspired three-tier memory system solves the amnesia problem.
From GraphRAG to Memory Graph Systems: Why the Next Generation of AI Will Remember
Move beyond the retrieve-and-forget cycle with memory graph systems like ZeroMemory, built for continuity, context, and agent memory over time.
The Rise of Agentic IDEs: Cursor, Windsurf, and the AINative Stack
Comparing the leading AI-native code editors and how they utilize ZeroDB via MCP. Include in this coverage the AINative Studio IDE -- research all of these IDEs
AI Kit: Building Stripe-Quality UIs for LLM Applications
Showcase pre-built React/Vue components for streaming and file uploads that feel native to AI. Look at the latest for what the A2UI compatible bits now availabl
The Trust Problem in AI Agent Finance—and How We Solved It
We built Agent-402, the first AI agent framework that makes autonomous financial transactions actually auditable, replayable, and regulation-ready. Every decision is cryptographically signed, every action is traceable, and every workflow can be replayed for compliance review.
Build the Next Generation of Developer Tools: Introducing AINative's Coding API Suite
From IDE plugins to AI coding assistants - discover how AINative's 80+ coding endpoints make it effortless to build intelligent developer tools with semantic code understanding, automated PR review, and cross-repo intelligence.
AI Kit: Framework-Agnostic AI Development
Build AI applications with AI Kit, a framework-agnostic SDK that works with React, Vue, Svelte, and any JavaScript runtime.
ZeroDB: High-Performance Vector Database for AI Applications
Discover ZeroDB, a high-performance vector database designed specifically for AI applications with semantic search and real-time operations.