AI-native growth engineer
I grow AI products — and build the agents that run them.我帮 AI 产品做增长 —— 也造出替我跑增长的 agents。
roleAI-native growth engineer
channelsreddit · github · hn · seo/geo · social
stackclaude agents · python · typescript · data pipelines
basedremote · GMT+8
statusopen to lead / remote roles
0
Dev reach
0
Devs acquired
0
OSS skills
0
Channels solo
selected workall work →
growth_engineatlas · 2025—
Developer acquisition engine→
Multi-channel system — Reddit KOL ops, GitHub sponsorships, HN — turning cold dev communities into signups, agents drafting and triaging at scale.
+2,400signups$XXkpipeline
distributionoss · 2025—
Open-source skill factory→
Claude skills as an acquisition channel — tools developers install, each a quiet funnel back to the product.
X.XkstarsXX/wkinstalls
visibilitygeo · 2026
Cited by the AI engines→
GEO across content and schema so the product surfaces in ChatGPT, Perplexity and Gemini — not just Google.
+XX%ai mentions+XX%organic
what i run
Channels
Reddit · GitHub · Hacker News
SEO / GEO · X · LinkedIn
SEO / GEO · X · LinkedIn
Stack
Claude Code agents · skills / MCP
Python · TypeScript · data pipelines
Python · TypeScript · data pipelines
generated media
generated · click to regenerate
writingall posts →
2026 · 05Running six growth channels solo with agents→
2026 · 03Open-source skills as a developer-acquisition channel→
2026 · 01GEO in practice: getting cited by ChatGPT→
Selected work
What I've built.
Acquisition systems, distribution channels and the tooling that runs them — for AI products that sell to developers.
growth_engineatlas · 2025—
Developer acquisition engine→
Multi-channel system — Reddit KOL ops, GitHub sponsorships, HN — turning cold dev communities into signups, agents drafting and triaging at scale.
reddit · github · hn · agents · python
+2,400signups$XXkpipeline
distributionoss · 2025—
The open-source skill factory→
Claude skills as an acquisition channel — tools developers install, each a quiet funnel back to the product.
claude skills · mcp · typescript
X.XkstarsXX/wkinstalls
visibilitygeo · 2026
Cited by the AI engines→
GEO across content and schema so the product surfaces in ChatGPT, Perplexity and Gemini — not just Google.
geo · schema · gsc · content
+XX%ai mentions+XX%organic
contentatlas · 2025—
Developer content system→
A repeatable brief-to-publish pipeline across blog, SEO and social — agent-assisted, measured end to end.
seo · content · social · agents
+XX%organicNbriefs/mo
dataatlas · 2025—
Growth data pipeline→
Registered-users, top-up and GA pipelines feeding self-serve dashboards — so every channel is attributable.
python · ga · sql · dashboards
6channels1owner
Writing
Notes on AI growth.
How I acquire developers for AI products — the systems, the channels, and the agents behind them.
2026 · 05Running six growth channels solo with agents
The stack and workflows that let one person run what used to take a team.
→2026 · 03Open-source skills as a developer-acquisition channel
Why shipping tools developers install beats buying ads.
→2026 · 01GEO in practice: getting cited by ChatGPT
A field guide to showing up in AI answers, not just Google.
→2025 · 11What a "growth engineer" actually does
The overlap of marketing, code and data — and why it's rare.
→2025 · 09The developer-acquisition playbook for AI infra
Channels that work when your buyer is an engineer.
→About
I'm Alisa — an AI-native growth engineer. I win developers for AI products across Reddit, GitHub, Hacker News, search and social, and I build the agents, skills and data pipelines that run those channels.我是 Alisa —— 一名 AI 原生增长工程师。我为 AI 产品在 Reddit、GitHub、Hacker News、搜索和社媒上获取开发者,并亲手写驱动这些渠道的 agent、skill 和数据管道。
Most people run growth. I write the systems that run it for me — which is why one person can operate six channels and still ship open-source tools on the side.
I work in generative-media and AI-infra, bilingual across English and Chinese markets. Currently open to lead and remote roles.
rolegrowth engineer
basedremote · GMT+8
langsenglish · 中文
statusopen to roles