This directory contains developer advocacy, technical marketing, and organic community distribution assets for FreshData.
Our marketing philosophy is strictly evidence-based and problem-first:
- We never make unsubstantiated claims or market unreleased features.
- We never attack competitors or claim blanket superiority.
- We do not engage in star exchanges, paid stars, or engagement manipulation.
- We speak directly to developers and data engineers with working code, before/after evidence, and measurable benchmarks.
| Asset File | Purpose & Audience |
|---|---|
social-posts.md |
Ready-to-publish technical posts for Twitter/X, LinkedIn, and Reddit (r/Python, r/datascience, r/dataengineering). |
blog-ideas.md |
Outlines and code foundations for deep technical engineering blog posts. |
demo-scripts.md |
30-second elevator pitch and 2-minute live demo scripts for meetups, videos, and conference talks. |
launch-assets.md |
Announcement copy and checklists for Hacker News (Show HN), Reddit, and PyData newsletters. |
contributor-posts.md |
Templates for contributor spotlights, "Good First Issue" roundups, and milestone celebrations. |
Consistency matters more than volume. FreshData follows a sustainable 3-day weekly cadence:
MONDAY WEDNESDAY FRIDAY
┌──────────────────────┐ ┌──────────────────────┐ ┌──────────────────────┐
│ Roadmap & Issues │ │ Engineering Insight │ │ Community & Release │
│ - Good First Issues │ ──► │ - 30s Video Demo │ ──► │ - Release Notes │
│ - Architecture goal │ │ - Failure case post │ │ - Contributor credit │
│ - RFC discussion │ │ - Benchmark deep- │ │ - Benchmark results │
│ │ │ dive │ │ │
└──────────────────────┘ └──────────────────────┘ └──────────────────────┘
- Monday — Roadmap & Community Issues: Highlight 2–3 active issues across Level 1 and Level 2 difficulty, inviting new contributors with direct links to
docs/contributing/first-contribution.md. - Wednesday — Engineering Insights & Demos: Share a technical nuance (e.g. why FreshData refuses to touch ID columns, or how DuckDB relation cleaning works) accompanied by runnable code.
- Friday — Release & Contributor Spotlight: Celebrate merged PRs, welcome first-time contributors by name, and publish new benchmark figures.