# guide ## guide - [Introduction](https://omalab.gitbook.io/guide/master.md) - [Guiding Principles](https://omalab.gitbook.io/guide/guiding-principles.md) - [Mission Statement](https://omalab.gitbook.io/guide/guiding-principles/mission-statement.md) - [Conflict Resolution Process](https://omalab.gitbook.io/guide/guiding-principles/conflict.md) - [Operating Model](https://omalab.gitbook.io/guide/operating-model.md) - [Working Together](https://omalab.gitbook.io/guide/operating-model/working-together.md) - [Holacracy](https://omalab.gitbook.io/guide/operating-model/home.md) - [Meetings](https://omalab.gitbook.io/guide/operating-model/home/holacracy-meetings.md) - [Specific Roles](https://omalab.gitbook.io/guide/operating-model/home/holacracy-specific-roles.md) - [Terms and Definitions](https://omalab.gitbook.io/guide/operating-model/home/holacracy-terms-and-definitions.md) - [Finer Points](https://omalab.gitbook.io/guide/operating-model/home/finer-points-of-holacracy.md) - [Holacracy-Asana Key](https://omalab.gitbook.io/guide/operating-model/home/holacracy-asana-key.md) - [Getting Things Done](https://omalab.gitbook.io/guide/operating-model/gtd.md) - [Daily, Weekly, Monthly, and Annual Reviews](https://omalab.gitbook.io/guide/operating-model/gtd/daily-weekly-monthly-annual-reviews.md) - [GTD-Asana Key](https://omalab.gitbook.io/guide/operating-model/gtd/gtd-asana-key.md) - [Transparency](https://omalab.gitbook.io/guide/operating-model/transparency.md) - [Language](https://omalab.gitbook.io/guide/operating-model/language.md) - [Budgeting](https://omalab.gitbook.io/guide/operating-model/budgeting.md) - [By Department](https://omalab.gitbook.io/guide/operating-model/by-department.md) - [Engineering Operations](https://omalab.gitbook.io/guide/operating-model/by-department/engineering-operations.md) - [General Guidelines](https://omalab.gitbook.io/guide/guidelines.md) - [Employment Policies](https://omalab.gitbook.io/guide/employment-policies.md) - [Equal Opportunity Employment](https://omalab.gitbook.io/guide/employment-policies/equal-opportunity-employment.md) - [At-Will Employment](https://omalab.gitbook.io/guide/employment-policies/at-will-employment.md) - [Code of Conduct in the Community](https://omalab.gitbook.io/guide/employment-policies/code-of-conduct-in-the-community.md) - [Complaint Policy](https://omalab.gitbook.io/guide/employment-policies/complaint-policy.md) - [Drug and Alcohol Policy](https://omalab.gitbook.io/guide/employment-policies/drug-and-alcohol-policy.md) - [Vacation, Holiday, and Paid Time Off (PTO) Policy](https://omalab.gitbook.io/guide/employment-policies/vacation-holiday-and-paid-time-off-pto-policy.md) - [Supplemental Policies for Remote Employees and Contractors](https://omalab.gitbook.io/guide/employment-policies/supplemental-policies-for-remote-employees-and-contractors.md) - [Supplemental Policy for Bonus, Commissions, and other Performance-based Payments](https://omalab.gitbook.io/guide/employment-policies/supplemental-policy-for-bonus-commissions-and-other-performance-based-payments.md) - [Supplemental Policies for Hourly International Contractors or Workers](https://omalab.gitbook.io/guide/employment-policies/supplemental-policies-for-hourly-international-contractors-or-workers.md) - [Supplemental Policies for Hourly International Contractors or Workers](https://omalab.gitbook.io/guide/employment-policies/supplemental-policies-for-hourly-international-contractors-or-workers-1.md) - [Disputes and Arbitration](https://omalab.gitbook.io/guide/employment-policies/disputes-and-arbitration.md) - [Benefits and Perks](https://omalab.gitbook.io/guide/benefits-and-perks.md) - [Health Care](https://omalab.gitbook.io/guide/benefits-and-perks/healthcare-and-disability-insurance.md) - [Vacation, Holiday and Paid Time Off (PTO) Policy](https://omalab.gitbook.io/guide/benefits-and-perks/time-off.md) - [Holiday List](https://omalab.gitbook.io/guide/benefits-and-perks/holiday-list.md) - [Hiring Documents](https://omalab.gitbook.io/guide/hiring-documents.md) - [Acknowledgement of Receipt](https://omalab.gitbook.io/guide/hiring-documents/acknowledgment-of-receipt.md) - [Partner Proprietary Information and Inventions Agreement](https://omalab.gitbook.io/guide/hiring-documents/partner-proprietary-information-and-inventions-assignment-agreement.md) - [Engineering Wiki](https://omalab.gitbook.io/guide/engineering-wiki.md) - [Code Snippets](https://omalab.gitbook.io/guide/engineering-wiki/code-snippets.md) - [Front End Code Snippets](https://omalab.gitbook.io/guide/engineering-wiki/code-snippets/front-end-code-snippets.md) - [Setup](https://omalab.gitbook.io/guide/engineering-wiki/setup.md) - [1: Overview of development using Audienti](https://omalab.gitbook.io/guide/engineering-wiki/setup/1-overview-of-development-using-audienti.md) - [2: How to setup your dev environment on Docker](https://omalab.gitbook.io/guide/engineering-wiki/setup/2-how-to-setup-your-dev-environment-on-docker.md) - [2a: Setting up on our cloud your dev server](https://omalab.gitbook.io/guide/engineering-wiki/setup/2a-setting-up-on-our-cloud-your-dev-server.md) - [3: Connect to Production using the VPN](https://omalab.gitbook.io/guide/engineering-wiki/setup/3-connect-to-production-using-the-vpn.md) - [4: Import data into your development environment](https://omalab.gitbook.io/guide/engineering-wiki/setup/4-import-data-into-your-development-environment.md) - [Deployment](https://omalab.gitbook.io/guide/engineering-wiki/deployment.md) - [Docker based deployment of back end (manual)](https://omalab.gitbook.io/guide/engineering-wiki/deployment/docker-based-deployment-of-back-end-manual.md) - [Culture](https://omalab.gitbook.io/guide/engineering-wiki/culture.md) - [How our development team works](https://omalab.gitbook.io/guide/engineering-wiki/culture/how-our-development-team-works.md) - [Code Best Practices](https://omalab.gitbook.io/guide/engineering-wiki/culture/code-best-practices.md) - [Tips](https://omalab.gitbook.io/guide/engineering-wiki/tips.md) - [Setting up a new development machine](https://omalab.gitbook.io/guide/engineering-wiki/tips/setting-up-a-new-development-machine.md) - [Importing data to Development environment](https://omalab.gitbook.io/guide/engineering-wiki/tips/importing-data-to-development-environment.md) - [GIT workflow and work tracking](https://omalab.gitbook.io/guide/engineering-wiki/tips/git-workflow-and-work-tracking.md) - [Using Slack](https://omalab.gitbook.io/guide/engineering-wiki/tips/using-slack.md) - [Using Rubocop](https://omalab.gitbook.io/guide/engineering-wiki/tips/using-rubocop.md) - [Our Code Standards](https://omalab.gitbook.io/guide/engineering-wiki/tips/our-code-standards.md) - [General suggested best practices](https://omalab.gitbook.io/guide/engineering-wiki/tips/general-suggested-best-practices.md) - [Tracking your time](https://omalab.gitbook.io/guide/engineering-wiki/tips/tracking-your-time.md) - [Naming Iterations](https://omalab.gitbook.io/guide/engineering-wiki/tips/naming-iterations.md) - [Migrations](https://omalab.gitbook.io/guide/engineering-wiki/migrations.md) - [Postgres](https://omalab.gitbook.io/guide/engineering-wiki/migrations/postgres.md) - [ElasticSearch](https://omalab.gitbook.io/guide/engineering-wiki/migrations/elasticsearch.md) - [Redis](https://omalab.gitbook.io/guide/engineering-wiki/migrations/redis.md) - [Database and System Maintenance](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance.md) - [Redis Howtos](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance/redis-howtos.md) - [Elasticsearch HowTos](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance/elasticsearch-howtos.md) - [Postgres HowTos](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance/postgres-howtos.md) - [Administration recipes](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance/administration-recipes.md) - [App maintenance crash course notes](https://omalab.gitbook.io/guide/engineering-wiki/database-and-system-maintenance/app-maintenance-crash-course-notes.md) - [Front End](https://omalab.gitbook.io/guide/engineering-wiki/front-end.md) - [2016 Plan](https://omalab.gitbook.io/guide/engineering-wiki/front-end/2016-plan.md) - [Deploy](https://omalab.gitbook.io/guide/engineering-wiki/front-end/deploy.md) - [Assets](https://omalab.gitbook.io/guide/engineering-wiki/front-end/assets.md) - [SearchLogic](https://omalab.gitbook.io/guide/engineering-wiki/front-end/searchlogic.md) - [How to create UI components](https://omalab.gitbook.io/guide/engineering-wiki/front-end/how-to-create-ui-components.md) - [OMA Standard Tables](https://omalab.gitbook.io/guide/engineering-wiki/front-end/oma-standard-tables.md) - [Monitoring and Alerting](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting.md) - [Monitoring Systems](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/monitoring-systems.md) - [Monitoring individual controller actions](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/monitoring-individual-controller-actions.md) - [Get notified when a metric reaches a certain threshold](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/get-notified-when-a-metric-reaches-a-certain-threshold.md) - [Instrumenting your models using Oma Stats](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/instrumenting-your-models-using-oma-stats.md) - [Configuring Graphite Charts](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/configuring-graphite-charts.md) - [Tracking your results with StatsD](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/tracking-your-results-with-statsd.md) - [Logging Fields](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/logging-fields.md) - [Updating Kibana Filtering](https://omalab.gitbook.io/guide/engineering-wiki/monitoring-and-alerting/updating-kibana-filtering.md) - [Testing](https://omalab.gitbook.io/guide/engineering-wiki/testing.md) - [Coverage](https://omalab.gitbook.io/guide/engineering-wiki/testing/coverage.md) - [Elasticsearch mapping config synchronization](https://omalab.gitbook.io/guide/engineering-wiki/testing/elasticsearch-mapping-config-synchronization.md) - [Testing Gotchas](https://omalab.gitbook.io/guide/engineering-wiki/testing/testing-gotchas.md) - [Rspec Preloader](https://omalab.gitbook.io/guide/engineering-wiki/testing/rspec-preloader.md) - [Test Best Practices](https://omalab.gitbook.io/guide/engineering-wiki/testing/test-best-practices.md) - [Models](https://omalab.gitbook.io/guide/engineering-wiki/models.md) - [Backlinks](https://omalab.gitbook.io/guide/engineering-wiki/models/backlinks.md) - [Queueing and Worker System](https://omalab.gitbook.io/guide/engineering-wiki/queueing-and-worker-system.md) - [Queueing and Job Overview](https://omalab.gitbook.io/guide/engineering-wiki/queueing-and-worker-system/queueing-and-job-overview.md) - [Processors](https://omalab.gitbook.io/guide/engineering-wiki/processors.md) - [Rebuilding Spot Instances](https://omalab.gitbook.io/guide/engineering-wiki/processors/rebuilding-spot-instances.md) - [Deploying processors](https://omalab.gitbook.io/guide/engineering-wiki/processors/deploying-processors.md) - [Running processors in development](https://omalab.gitbook.io/guide/engineering-wiki/processors/running-processors-in-development.md) - [Reverting to the previous build on a failed deployment](https://omalab.gitbook.io/guide/engineering-wiki/processors/reverting-to-the-previous-build-on-a-failed-deployment.md) - [Processors / Opportunity Pipeline](https://omalab.gitbook.io/guide/engineering-wiki/processors-opportunity-pipeline.md) - [Opportunity Pipeline](https://omalab.gitbook.io/guide/engineering-wiki/processors-opportunity-pipeline/opportunity-pipeline.md) - [Diagram](https://omalab.gitbook.io/guide/engineering-wiki/processors-opportunity-pipeline/diagram.md) - [Processors / Enrichment Pipeline](https://omalab.gitbook.io/guide/engineering-wiki/processors-enrichment-pipeline.md) - [Diagram](https://omalab.gitbook.io/guide/engineering-wiki/processors-enrichment-pipeline/diagram.md) - [Clustering](https://omalab.gitbook.io/guide/engineering-wiki/processors-enrichment-pipeline/clustering.md) - [Processors / Backlink Pipeline](https://omalab.gitbook.io/guide/engineering-wiki/processors-backlink-pipeline.md) - [Diagram](https://omalab.gitbook.io/guide/engineering-wiki/processors-backlink-pipeline/diagram.md) - [Backlink Pipeline external APIs](https://omalab.gitbook.io/guide/engineering-wiki/processors-backlink-pipeline/backlink-pipeline-external-apis.md) - [Backlink pipeline logic](https://omalab.gitbook.io/guide/engineering-wiki/processors-backlink-pipeline/backlink-pipeline-logic.md) - [Processors / Automation Pipeline](https://omalab.gitbook.io/guide/engineering-wiki/processors-automation-pipeline.md) - [Diagram](https://omalab.gitbook.io/guide/engineering-wiki/processors-automation-pipeline/diagram.md) - [Automation Pipeline Overview](https://omalab.gitbook.io/guide/engineering-wiki/processors-automation-pipeline/automation-pipeline-overview.md) - [Agents](https://omalab.gitbook.io/guide/engineering-wiki/processors-automation-pipeline/agents.md) - [Running in development](https://omalab.gitbook.io/guide/engineering-wiki/processors-automation-pipeline/running-in-development.md) - [Messaging and Social Accounts](https://omalab.gitbook.io/guide/engineering-wiki/messaging-and-social-accounts.md) - [Overview](https://omalab.gitbook.io/guide/engineering-wiki/messaging-and-social-accounts/overview.md) - [API](https://omalab.gitbook.io/guide/engineering-wiki/api.md) - [Audienti API](https://omalab.gitbook.io/guide/engineering-wiki/api/audienti-api.md) - [Algorithms](https://omalab.gitbook.io/guide/engineering-wiki/algorithms.md) - [Troubleshooting](https://omalab.gitbook.io/guide/engineering-wiki/troubleshooting.md) - [Elasticsearch](https://omalab.gitbook.io/guide/engineering-wiki/troubleshooting/elasticsearch.md) - [Big Data Pipeline Stuff](https://omalab.gitbook.io/guide/engineering-wiki/big-data-pipeline-stuff.md) - [Spark](https://omalab.gitbook.io/guide/engineering-wiki/big-data-pipeline-stuff/spark.md) - [Our Product](https://omalab.gitbook.io/guide/engineering-wiki/our-product.md) - [Feature synopsis of our product](https://omalab.gitbook.io/guide/engineering-wiki/our-product/feature-synopsis-of-our-product.md) - [Research](https://omalab.gitbook.io/guide/engineering-wiki/research.md) - [Backend framework comparison](https://omalab.gitbook.io/guide/engineering-wiki/research/backend-framework-comparison.md) - [Internet marketing Saas companies](https://omalab.gitbook.io/guide/engineering-wiki/research/internet-marketing-saas-companies.md) - [Code snippets](https://omalab.gitbook.io/guide/engineering-wiki/code-snippets-1.md) - [Commonly Used](https://omalab.gitbook.io/guide/engineering-wiki/code-snippets-1/commonly-used.md) - [Not Used](https://omalab.gitbook.io/guide/engineering-wiki/code-snippets-1/not-used.md) - [Miscellaneous](https://omalab.gitbook.io/guide/engineering-wiki/miscellaneous.md) - [Proxies and Bax](https://omalab.gitbook.io/guide/engineering-wiki/miscellaneous/proxies-and-bax.md) - [Legacy & Deprecated](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated.md) - [Search criteria component](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/search-criteria-component.md) - [Classes list](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/classes-list.md) - [Target Timeline](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/target-timeline.md) - [Twitter processor](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/twitter-processor.md) - [Asset compilation](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/asset-compilation.md) - [Test related information](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/test-related-information.md) - [Interface to EMR Hadoop jobs](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/interface-to-emr-hadoop-jobs.md) - [Mongo Dex Indexes to be Built](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/mongo-dex-indexes-to-be-built.md) - [Mongodb errors](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/mongodb-errors.md) - [Opportunity pipeline scoring](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/opportunity-pipeline-scoring.md) - [Graph Page](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/graph-page.md) - [Lead scoring](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/lead-scoring.md) - [Insights](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/insights.md) - [Shard keys](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/shard-keys.md) - [Setting up OMA on local](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/setting-up-oma-on-local.md) - [Clone project to local machine](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/clone-project-to-local-machine.md) - [Getting around our servers in AWS](https://omalab.gitbook.io/guide/engineering-wiki/legacy-and-deprecated/getting-around-our-servers-in-aws.md) - [Acknowledgements](https://omalab.gitbook.io/guide/acknowledgements.md) - [Documents That Receiving Your First Payment Triggers Acknowledgement and Acceptanace](https://omalab.gitbook.io/guide/documents-that-receiving-your-first-payment-triggers-acknowledgement-and-acceptanace.md)