Growth: content marketing + distribution (blog, tutorials, video, social cadence)

[manojmallick]

Non-code growth items from .personal/sigmap_growth_plan.md.txt (Phase 2). Content + distribution.

Content pillars

• "How SigMap achieves 97% token reduction (with benchmarks)"
• "SigMap vs Embeddings: why deterministic TF-IDF wins for code context"
• Integration guides: Cursor, Claude Code / Windsurf / Aider, local LLMs (Ollama/llama.cpp)
• Demo video: "80k → 2k tokens on a real codebase" (+ 60s clips for social)
• Case studies / before-after token reports

Distribution cadence

• X: 4–6 posts/week (demo clips, benchmark updates)
• LinkedIn: 2/week (productivity + cost angle)
• Reddit: r/cursor, r/ClaudeAI, r/LocalLLaMA, r/opensource — value-first
• Dev.to / Medium: 1–2 long-form/week
• Hacker News: Show HN on major updates

Rule: always lead with value, never pure promo. Target 8–12 pieces (3mo) → 20+ (6mo).