ALGOgent Runtime SDK · Runtime Intelligence for Python
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Open Source · MIT License · v1.0.0<br>Runtime Intelligence<br>for Python
State<br>Retry<br>Checkpoint<br>Confidence<br>Events
A self-contained SDK for building resilient AI agents, automation pipelines,<br>and long-running workflows without external services or infrastructure.
No GPU Required<br>No External Services<br>Python 3.10+<br>Standard Library
View on GitHub<br>Quick Start ?
pip install -r requirements.txt<br>copy
// capabilities
Everything your runtime needs.
Eight focused modules. No bloat. Each one solves a real problem in production workflows.
01 / CORE
Runtime Execution Engine
Orchestrates task execution with full lifecycle hooks. Start, run, recover · all handled.
02 / RETRY
Retry Engine with Backoff
Configurable retry logic with exponential backoff. Stop writing try/except loops by hand.
03 / STATE
State Persistence
Auto-saves runtime state to algogent_state.json across runs without any setup.
04 / CHECKPOINT
Checkpoint Recovery
Resume long-running jobs from the last checkpoint. Crash halfway through 10,000 rows? No problem.
05 / CONFIDENCE
Confidence Scoring
Evaluate decision confidence in agent workflows. Let your code know when it's uncertain.
06 / EVENTS
Event Bus System
Decouple components with lightweight publish/subscribe. No Redis, no RabbitMQ needed.
07 / OBSERVABILITY
Structured Logging
Tagged log levels [RUNTIME] [RETRY] [STATE] · grep-friendly out of the box.
08 / METRICS
Runtime Metrics
Track execution stats without external tooling. Know exactly what your workflow is doing.
// quick start
Up and running<br>in minutes.
Clone, install, and run your first workflow. No configuration files, no accounts, no API keys.
Full Quick Start ?
terminal
# 1. Clone the repo<br>git clone https://github.com/<br>stateflow-dev/algogent-runtime<br>cd algogent-runtime
# 2. Install dependencies<br>pip install -r requirements.txt
# 3. Run an example<br>python -m algogent.examples.ai_agent
search complete<br>analysis complete<br>report generated
// roadmap
What's next.
Community Edition is complete and production-ready. Pro features introduce genuinely new capabilities.
v1.0.0
Community Edition · Released ?
Runtime Engine<br>Retry + Backoff<br>State Persistence<br>Checkpoint Recovery<br>Confidence Scoring<br>Event Bus<br>Logging + Metrics
v1.1.0
Community Edition · Planned
Full Async Support<br>SQLite State Backend<br>Extended Examples<br>Improved Confidence Strategies
v2.0
Pro Tier · Coming Later
Advanced Workflow Orchestration<br>Enterprise-grade State Management<br>Commercial License