Social announcement templates (X / Telegram)
Short copy for maintainers and community advocates. Replace LINKS with the current URLs before posting. Tone: professional, transparent, community-first.
Social announcement templates (X / Telegram)
Short copy for maintainers and community advocates. Replace LINKS with the current URLs before posting. Tone: professional, transparent, community-first.
New spotlights + migration guide (batch announcement)
X (use two posts or one short thread — single-tweet limit ~280 chars)
Thread 1/2: New Built with AINL spotlights — Solana budget gate, RAG cache warmer (vector_memory), monitoring case study. Deterministic graphs; no runtime orchestration LLM. Spotlights log → github.com/sbhooley/ainativelang/blob/main/docs/community/SPOTLIGHTS.md
2/2: LangGraph → AINL migration: ainativelang.com/docs/migration/LANGGRAPH_MIGRATION_GUIDE
Telegram (short paragraph)
Quick update from the AINL community track:
• New “Built with AINL” examples on the homepage — including a Solana balance monitor and a minimal RAG cache warmer (strict validation + budget gate patterns).
• LangGraph → AINL migration guide (when and how to move orchestration off the LLM): https://ainativelang.com/docs/migration/LANGGRAPH_MIGRATION_GUIDE
• Full spotlight log: https://github.com/sbhooley/ainativelang/blob/main/docs/community/SPOTLIGHTS.md
Share your own workflow in GitHub Discussions if you want to be featured.
Solana spotlight only
X
New spotlight: deterministic Solana balance checker + budget gate in AINL — zero runtime orchestration LLM, JSONL audit tape with --trace-jsonl.
Example: github.com/sbhooley/ainativelang/blob/main/examples/monitoring/solana-balance.ainl
Migration guide only
X
Shipping: “Migrating from LangGraph to AINL” — token cost, determinism, single source of truth, plus ainl init + hybrid emit steps.
https://ainativelang.com/docs/migration/LANGGRAPH_MIGRATION_GUIDE
