{"id":50454078,"url":"https://github.com/mizcausevic-dev/signal-orchestration-lab","last_synced_at":"2026-06-01T01:05:37.474Z","repository":{"id":356624217,"uuid":"1233349887","full_name":"mizcausevic-dev/signal-orchestration-lab","owner":"mizcausevic-dev","description":"Python + FastAPI orchestration backend for dependency-aware signal routing, escalation sequencing, and cross-functional response planning.","archived":false,"fork":false,"pushed_at":"2026-05-17T05:21:19.000Z","size":53,"stargazers_count":0,"open_issues_count":8,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-17T07:31:04.305Z","etag":null,"topics":["backend","openapi","pandas","python","signal-routing"],"latest_commit_sha":null,"homepage":"https://kineticgain.com/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mizcausevic-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-08T21:36:26.000Z","updated_at":"2026-05-17T05:17:17.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/mizcausevic-dev/signal-orchestration-lab","commit_stats":null,"previous_names":["mizcausevic-dev/signal-orchestration-lab"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mizcausevic-dev/signal-orchestration-lab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsignal-orchestration-lab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsignal-orchestration-lab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsignal-orchestration-lab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsignal-orchestration-lab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mizcausevic-dev","download_url":"https://codeload.github.com/mizcausevic-dev/signal-orchestration-lab/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsignal-orchestration-lab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33755379,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-31T02:00:06.040Z","response_time":95,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["backend","openapi","pandas","python","signal-routing"],"created_at":"2026-06-01T01:05:37.391Z","updated_at":"2026-06-01T01:05:37.457Z","avatar_url":"https://github.com/mizcausevic-dev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Signal Orchestration Lab\r\n\r\n![Hero](https://raw.githubusercontent.com/mizcausevic-dev/signal-orchestration-lab/main/screenshots/01-hero-v3.svg)\r\n\r\n## Executive Summary\r\n\r\nSignal Orchestration Lab is a Python + FastAPI backend that\r\ningests cross-functional operating signals, models their dependencies, and\r\nroutes them into coordinated response plans. It is designed to feel like the\r\ninfrastructure brain behind growth systems, briefing surfaces, and executive\r\ncontrol rooms.\r\n\r\n## Why It Matters\r\n\r\nThis repo demonstrates:\r\n\r\n- Python backend breadth alongside the broader TypeScript portfolio\r\n- FastAPI and Pydantic for production-style API design\r\n- Pandas-backed pressure scoring and normalization\r\n- orchestration logic that respects dependency chains instead of flat issue lists\r\n- a backend architecture that feels operational, not academic\r\n\r\n## Tech Stack\r\n\r\n[![Python](https://img.shields.io/badge/Python-3.11+-111827?style=for-the-badge\u0026logo=python\u0026logoColor=FFD54F\u0026labelColor=111827\u0026color=1F6FEB)](https://www.python.org/)\r\n[![FastAPI](https://img.shields.io/badge/FastAPI-Orchestration-111827?style=for-the-badge\u0026logo=fastapi\u0026logoColor=44E1B6\u0026labelColor=111827\u0026color=0F766E)](https://fastapi.tiangolo.com/)\r\n[![Pydantic](https://img.shields.io/badge/Pydantic-Models-111827?style=for-the-badge\u0026logo=pydantic\u0026logoColor=F9A8D4\u0026labelColor=111827\u0026color=7C3AED)](https://docs.pydantic.dev/)\r\n[![Pandas](https://img.shields.io/badge/Pandas-Scoring-111827?style=for-the-badge\u0026logo=pandas\u0026logoColor=F4E7B3\u0026labelColor=111827\u0026color=4338CA)](https://pandas.pydata.org/)\r\n[![Pytest](https://img.shields.io/badge/Pytest-Tested-111827?style=for-the-badge\u0026logo=pytest\u0026logoColor=FBBF24\u0026labelColor=111827\u0026color=7C2D12)](https://docs.pytest.org/)\r\n[![License](https://img.shields.io/badge/License-MIT-111827?style=for-the-badge\u0026logo=opensourceinitiative\u0026logoColor=E5E7EB\u0026labelColor=111827\u0026color=84CC16)](https://opensource.org/license/mit)\r\n\r\n## Overview\r\n\r\n| Area | What it shows |\r\n| --- | --- |\r\n| Signal modeling | Revenue, growth, ops, security, AI, and customer signals modeled as dependency-aware nodes |\r\n| Orchestration logic | Pressure scoring, deadline weighting, and dependency-aware sequence ranking |\r\n| Graph outputs | Explicit upstream and downstream relationships for escalation planning |\r\n| API surface | FastAPI endpoints for list, detail, graph analysis, orchestration analysis, and dashboard summary |\r\n| Operational framing | Backend decisioning that supports executive reviews and control-plane products |\r\n\r\n## Architecture\r\n\r\n```mermaid\r\nflowchart LR\r\n  P[\"Signal nodes\"] --\u003e V[\"Pydantic validation\"]\r\n  V --\u003e F[\"Pandas pressure frame\"]\r\n  F --\u003e O[\"Dependency ordering\"]\r\n  O --\u003e R[\"Routed actions\"]\r\n  O --\u003e G[\"Graph edges\"]\r\n```\r\n```\r\n\r\n## Sample Request\r\n\r\n```json\r\n{\r\n  \"orchestration_id\": \"orch-demo\",\r\n  \"scenario_name\": \"Northstar executive pressure map\",\r\n  \"environment\": \"production\",\r\n  \"nodes\": [\r\n    {\r\n      \"signal_id\": \"rev-coverage\",\r\n      \"lane\": \"revenue\",\r\n      \"title\": \"Pipeline coverage compression\",\r\n      \"owner\": \"Revenue Operations\",\r\n      \"metric\": \"coverage\",\r\n      \"current_value\": 2.1,\r\n      \"target_value\": 3.0,\r\n      \"confidence\": 0.86,\r\n      \"severity\": \"critical\",\r\n      \"due_in_days\": 8,\r\n      \"dependencies\": [\"growth-attribution\", \"ops-routing\"],\r\n      \"note\": \"Coverage dip is being amplified by poor attribution confidence and delayed routing.\"\r\n    }\r\n  ]\r\n}\r\n```\r\n\r\n## Sample Response\r\n\r\n```json\r\n{\r\n  \"status\": \"coordinated\",\r\n  \"score\": 61,\r\n  \"orchestration_headline\": \"Northstar executive pressure map should anchor on pipeline coverage compression before downstream pressure compounds.\",\r\n  \"pressure_clusters\": [\r\n    \"Revenue pressure: 1 linked signals\",\r\n    \"Growth pressure: 1 linked signals\"\r\n  ],\r\n  \"routed_actions\": [\r\n    {\r\n      \"title\": \"Coordinate around pipeline coverage compression\",\r\n      \"owner\": \"Revenue Operations\",\r\n      \"lane\": \"revenue\",\r\n      \"severity\": \"critical\",\r\n      \"sequence_rank\": 1,\r\n      \"due_in_days\": 8,\r\n      \"rationale\": \"Pipeline coverage compression carries 2 downstream dependencies and pressure score 67.8.\"\r\n    }\r\n  ]\r\n}\r\n```\r\n\r\n## Screenshots\r\n\r\n### Hero\r\n![Hero](https://raw.githubusercontent.com/mizcausevic-dev/signal-orchestration-lab/main/screenshots/01-hero-v3.svg)\r\n\r\n### Orchestration Graph\r\n![Graph](https://raw.githubusercontent.com/mizcausevic-dev/signal-orchestration-lab/main/screenshots/02-graph-v3.svg)\r\n\r\n### Routed Actions\r\n![Actions](https://raw.githubusercontent.com/mizcausevic-dev/signal-orchestration-lab/main/screenshots/03-actions-v3.svg)\r\n\r\n### Validation Proof\r\n![Proof](https://raw.githubusercontent.com/mizcausevic-dev/signal-orchestration-lab/main/screenshots/04-proof-v3.svg)\r\n\r\n## Setup\r\n\r\n```powershell\r\ncd signal-orchestration-lab\r\npy -3.11 -m venv .venv\r\n.venv\\Scripts\\Activate.ps1\r\npython -m pip install .[dev]\r\nuvicorn app.main:app --reload\r\n```\r\n\r\nOpen:\r\n\r\n- API docs: [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs)\r\n\r\n## Validation\r\n\r\n```powershell\r\ncd signal-orchestration-lab\r\npython -m pytest\r\npython -m compileall app tests\r\n```\r\n\r\n## Portfolio Links\r\n\r\n- [Kinetic Gain](https://kineticgain.com/)\r\n- [LinkedIn](https://www.linkedin.com/in/mirzacausevic)\r\n- [Skills / Portfolio](https://mizcausevic.com/skills/)\r\n- [Medium](https://medium.com/@mizcausevic)\r\n- [GitHub](https://github.com/mizcausevic-dev)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fsignal-orchestration-lab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmizcausevic-dev%2Fsignal-orchestration-lab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fsignal-orchestration-lab/lists"}