Your content calendar should run itself. A single daily job reads your spreadsheet, generates platform-appropriate copy via Gemini Flash Lite, and publishes or drafts each post automatically.
A single campaign brief needs to become multiple platform-specific posts: professional and long-form for LinkedIn, punchy and 280 characters for X, visual-caption-first for Instagram. A content team member adapts each one manually, checks character limits, manages platform credentials, and schedules them one by one. This process is slow, inconsistent, and does not scale.
Each platform has different format, length, tone, and character constraints. Manual adaptation per post is slow, inconsistent across team members, and doesn't survive at volume.
Managing credentials, checking publish times, queuing drafts — this operational overhead adds up every single day and blocks time better spent on strategy.
The Smart Automation Framework reads your content calendar CSV, generates platform-appropriate post copy for each row using Gemini Flash Lite, and publishes or queues the posts automatically — all from a single daily scheduled task. Platform-specific API integrations and character limit enforcement are generated on first setup. Daily runs use only fractional Flash Lite tokens for copy generation.
Write a setup prompt specifying your content calendar CSV structure, target platforms, auto-publish column logic, draft output folder, and platform API credential file paths.
Gemini CLI generates a Python pipeline with per-platform API integrations, character limit enforcement, and draft/publish routing. Tone-specific prompts are embedded for each platform automatically.
Runs at 9:00 AM daily — processing rows scheduled for today. Posts with auto_publish=true go live immediately; others are saved as drafts for review. Flash Lite generates copy at fractional cost.
"Read$CONTENT_CALENDAR_CSVwhere each row has: date, topic, tone, target_platform. For each upcoming row, call the Gemini API with the appropriate platform tone prompt to generate post copy. Save drafts to$DRAFTS_DIR/YYYY-MM-DD_platform.txtand POST to the platform API using credentials in$SECRETS_ENVif theauto_publishcolumn istrue."
| Variable | Example Value |
|---|---|
CONTENT_CALENDAR_CSV | /home/user/marketing/calendar.csv |
DRAFTS_DIR | /home/user/marketing/drafts |
SECRETS_ENV | /home/user/.secrets/social_apis.env |
~10,000 tokens for pipeline generation with multi-platform integrations.
~300–800 tokens via Gemini Flash Lite for copy generation. Publishing logic costs 0 tokens.
Zero tokens — pure local calendar CSV parsing and API calls.
Social media consistency is a volume problem — you need the right post, in the right format, on the right platform, every day. The awaBerry Smart Automation Framework turns your content calendar into a self-executing pipeline: plan in a spreadsheet, let the framework generate and publish, and spend your time on strategy rather than copy-paste scheduling.
Legacy software does not have to be a data silo. Bridge any desktop application to any modern database through UI automation — no API, no middleware, no source-code access required.
Log monitoring should be running before you need it, not set up after an incident. Deploy a real-time anomaly detector from a plain-English description — watching your logs, detecting patterns, firing alerts.
awaBerry Anywhere is a zero-trust remote access platform that gets any device — cloud server, laptop, or SoC hardware — securely accessible from anywhere in minutes. No VPNs, no open inbound ports, no complex configuration or additional remote connection software. Works on any MAC - yes even an old Apple macbook from 2012. Works on any Ubuntu / Debian / Redhad based LINUX. Works on any Windows which supports the Windows Subsystem for Linux (WSL).
Flexible onboarding for any hardware — in any environment.
Full control and activation via the awaBerry web dashboard.
awaBerry Automation is the combination of two tightly integrated products that together form a complete, AI-native automation platform.
Uses the Google Gemini CLI to translate plain-English instructions into executable scripts — run on your local devices on a schedule. AI tokens are spent exactly once to generate the logic; every subsequent execution costs nothing.
Read more →Secure, zero-trust device access as-a-service. Exposes your registered devices to programmatic access via encrypted tunnels — grant AI agents, scripts, or collaborators precisely scoped access.
Read more →Fundamentally different: a complete, AI-native automation platform — across every device you own, anywhere in the world.
Read more →Automate operations, manage fleets, and enable secure remote work for your entire team.
Access your home devices, automate personal tasks, and share access with family — for free.
Access lab hardware, automate data collection, and collaborate across institutions.
Start from a plain-English description. The framework handles everything else.