Logic Pulse Lab
Oliver · AI-native product engineer
I build AI agents, full-stack products, and open-source tools — and run Logic Pulse Lab, an AI-native product lab, to ship and validate them with real users and clients.
From context understanding and tool calling to proactive follow-up, I help teams translate human intent into real action through everyday IM and product interfaces.
Agent workflow
Context to action through IM
Message gateway
WeChat, Telegram, Feishu, and shared channels
Context and memory
Retrieve user state, intent, task history, and time
Tool and skill call
Invoke runtime capabilities instead of only replying
Reminder follow-up
Schedule, verify, and send proactive messages
What I can build for you.
Whether you need a full AI product, an agent integrated into your workflow, or focused technical help, engagements are scoped around real, shippable outcomes.
AI agent systems
Design and build production AI agents: context understanding, tool calling, memory, and proactive follow-up across real channels.
Full-stack product build
From idea to shipped product — frontend, backend, data, and deployment — with a bias toward small, verifiable releases.
IM & automation integration
Multi-channel message gateways, workflow automation, reminders, and tool integrations that plug AI into everyday operations.
Open-source tools & consulting
MCP tools, developer utilities, architecture reviews, and hands-on technical guidance for AI-native teams.
Prefer to see proof first? Browse the project experience below.
AI agents connected to real workflows.
Logic Pulse Lab works on the interface between agent systems and everyday operations: messages, memory, tools, reminders, and systems that need to keep working after the first reply.
IM-first agents
Put agents into everyday communication channels instead of keeping them inside isolated chat boxes.
Proactive follow-up
Work on reminders, delayed tasks, and long-running intent tracking that can surface at the right time.
Tools and runtime
Connect LLM reasoning with tools, skills, deployment paths, and inspectable production-like verification.
Coke / OpenCoke
Coke is Logic Pulse Lab's flagship AI Agent project: a multi-channel intelligent assistant system for everyday IM scenarios, supporting proactive messages, reminders, context understanding, tool calls, skill loading, and real-world deployment paths.
Core problem
Move AI agents beyond chat replies into follow-up, memory, and tool-backed actions.
Current focus
Reliability, reminder behavior, multi-channel deployment, public demos, and docs.
Product proof
基于 IM 的主动式 Personal Agent 独立产品，两周上线 MVP，累计 300+ 付费用户，并形成真实留存与收入验证。
Open source path
The public OpenCoke repository anchors the project evidence and documentation.
Evidence over concept slides.
OpenCoke
Public repo
Open-source project path for the flagship agent system.
Coke
300+ paid users
Two-week MVP delivery with 70% day-one retention and 30% monthly retention.
Runtime
Deployed paths
Reminder, proactive messaging, and multi-channel workflows are tested in realistic runtime paths.
Client work
Shipped systems
Selected AI, industrial, mobile, and visualization systems have been delivered.
Products, tools, experiments, and systems.
Flagship
- Coke / OpenCoke
Product Experiments
- ReInput
- Keep4oForever
Open Source Tools
- TickTick MCP
- yutil
AI Systems
- AI contract review
- Agent workflows
- Multi-agent collaboration
Client Systems
- Xiandu AI mini program
- Thermal imaging app
- Circuit visualization
Coke / OpenCoke — 主动式 Personal Agent
产品设计 / Agent 架构 / 全栈开发
基于 IM 的主动式 Personal Agent 独立产品，两周上线 MVP，累计 300+ 付费用户，并形成真实留存与收入验证。
reInput — AI Native 输入增强工具
独立产品设计 / 全栈开发
从第一性原理设计输入交互，通过悬浮窗把语音、翻译与纠错能力直接嵌入日常输入流程。
AI 合同审查 Agent
Agent 架构 / 知识库 / 全栈开发
基于 CAMEL AI、RAG 与 Neo4j 的多智能体合同风险识别和决策辅助系统。
MCP Server for TickTick
架构设计 / 独立开发 / 开源维护
为 TickTick 实现 stdio 模式 MCP Server，让 AI 获取个人日程上下文并分析、安排任务。
车载高精数据采集与边缘计算平台
数据架构 / C++ 模块负责人
面向量产智能汽车的 10ms 级信号采集、存储与回传平台，支持全量采集、按需上传和车端算法运行。
Shipping notes from Logic Pulse Lab.
A lightweight progress stream for product, open-source, and research updates.
Coke reminder behavior moved through production-like verification
Reminder creation, acknowledgement text, runtime scheduling, and delivery paths were checked through focused local and deployed-path validation.
IM Agent gateway architecture refined
Shared-channel gateway contracts, outbound media handling, and bridge boundaries were reviewed and tightened for multi-channel agent deployment.
Xiandu AI mini program client system delivered
A tourism-oriented AI mini program combined conversational guidance, service lookup, route support, and media workflows.
Coke became the flagship lab project
The lab focus consolidated around Coke as the primary proof of agent systems entering everyday IM workflows.
Oliver's product lab.
Through Logic Pulse Lab, Oliver validates AI Agent capabilities in real products, real users, and real business scenarios — keeping selective client collaboration while shipping product research, open-source systems, and experiments.
About Oliver4+ 年
C/C++ 系统工程
长期参与 QNX、Linux、AUTOSAR AP 与车载中间件开发。
0 → 1
独立产品交付
覆盖产品定义、交互、Agent 架构、全栈开发、测试与部署。
AI × 工程
跨栈构建能力
把 LLM、Web、IM、嵌入式与复杂工程系统连接成真实产品。