PHUC NGUYEN

PHUC NGUYEN

IBM AI Product Manager; PSPO 2; PSM 2
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Hey everyone! 👋 I'm Phuc, the maker of Kioku Lite. I've been running AI agents as personal companions and mentors via Telegram. The biggest frustration: they'd forget everything between sessions. I tried existing memory solutions, but they all stored flat text or vectors — no structure, no causal reasoning. So I built kioku-lite: a memory engine that combines BM25 keyword search + vector...
Kioku Lite
Kioku LiteKnowledge Graph memory for AI agents. Single SQLite file.
PHUC NGUYENhuntedKioku Lite
Most AI agents forget everything between sessions. Existing memory tools store flat text or vectors — they can't answer "why was I stressed last month?" because they don't track relationships. Kioku Lite adds a Knowledge Graph on top of keyword and semantic search. Three search signals (BM25 + Vector + KG) fused via Reciprocal Rank Fusion — all in a single SQLite file. Zero Docker. Zero cloud. Fully offline. Just pip install. Works with Claude Code, Cursor, Windsurf, and OpenClaw.
Kioku Lite
Kioku LiteKnowledge Graph memory for AI agents. Single SQLite file.
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[Update] MCP Atlassian Server v2.0.0 - Comprehensive Solution for Jira & Confluence 🚀✨

Hello everyone! 👋 Six days ago, I shared MCP Atlassian Server v1.0.0 - a solution connecting AI with Jira & Confluence. Today, I'm excited to announce that version 2.0.0 is now ready with amazing improvements! 🎉 Why v2.0.0 is a major leap forward 🌟 From 21 basic features, we've expanded to 48 comprehensive features - adding 27 new tools to enhance your workflow: Comprehensive Agile/Scrum...

PHUC NGUYENstarted a discussion

Open Source: MCP Atlassian Server – Connect AI with Jira & Confluence 🤖✨

Hello everyone! 👋 I’m a software engineer who uses Jira and Confluence every day, and I found myself wasting too much time context-switching-opening tabs, hunting for info, filling forms… it really broke my flow. 🔄💻🌀 To fix this, I built MCP Atlassian Server (by phuc-nt). It’s an open-source Model Context Protocol server that lets AI assistants (like Cline) talk directly to Jira & Confluence....