# bloomfilter.ai ## Knowledge Base - [Bloomfilter.ai Knowledge Base](https://bloomfilter.gitbook.io/bloomfilter.ai/readme.md) - [Flora AI](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/flora-ai.md) - [Flora Agent Mode](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/flora-ai/flora-agent-mode.md): Bloomfilter's Agentic Process Intelligence module centers on Flora AI, an agentic assistant embedded in the Bloomfilter platform that connects to development tools like Jira, GitHub, and Azure DevOps. - [Flora Automations](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/flora-ai/flora-automations.md) - [Dashboards](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/dashboards.md) - [Financials](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/financials.md) - [Integration](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration.md) - [Set Up Data Integrations](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/set-up-data-integrations.md) - [Azure DevOps (ADO)](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/set-up-data-integrations/azure-devops-ado.md) - [Jira](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/set-up-data-integrations/jira.md) - [Configure A New / Existing Project or Board](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/configure-a-new-existing-project-or-board.md) - [Adding Users / Permission Sets](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/adding-users-permission-sets.md) - [Create New Bloomfilter Org](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/integration/create-new-bloomfilter-org.md) - [Process Graph](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/process-graph.md) - [Agent Miner](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agent-miner.md) - [Setup & Authentication](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agent-miner/setup-and-authentication.md): All Bloomfilter Agent Miner plugins share the same dependencies and the same user-level config file. Complete this guide once per machine, then follow the installation guide for your tool (Claude Code - [Claude Code Integration](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agent-miner/setup-and-authentication/claude-code-integration.md) - [Codex Integration](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agent-miner/setup-and-authentication/codex-integration.md) - [Cursor Integration](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agent-miner/setup-and-authentication/cursor-integration.md) - [Process Analysis](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/process-analysis.md) - [Strategy](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/strategy.md) - [Work Periods](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/work-periods.md) - [Adherence](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/adherence.md) - [Automation](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/automation.md) - [Agentic Process Intelligence](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agentic-process-intelligence.md): Bloomfilter's Agentic Process Intelligence module uses Flora AI to answer natural language questions about software delivery performance and risks, while Agent Miner tracks AI coding-agent sessions. - [Agentic Process](https://bloomfilter.gitbook.io/bloomfilter.ai/modules/agentic-process.md) - [2026 Change Logs](https://bloomfilter.gitbook.io/bloomfilter.ai/change-logs/2026-change-logs.md): A running log of product updates, new features, and improvements shipped throughout 2026. Each entry is organized by month and covers changes across AI and agent capabilities, automation and workflow - [Bloomfilter Unified View Powered by FLORA](https://bloomfilter.gitbook.io/bloomfilter.ai/change-logs/2026-change-logs/bloomfilter-unified-view-powered-by-flora.md) - [2025 Change Logs](https://bloomfilter.gitbook.io/bloomfilter.ai/change-logs/2025-change-logs.md) - [Metric Registry](https://bloomfilter.gitbook.io/bloomfilter.ai/metrics/metric-registry.md): This page is the working reference for Bloomfilter's metrics It catalogs all current metrics, the signals that indicate trouble, the actions to take, and the business questions they answer. - [Bloomfilter vs ADO Reporting Metrics](https://bloomfilter.gitbook.io/bloomfilter.ai/metrics/bloomfilter-vs-ado-reporting-metrics.md): Engineering leaders need delivery signals without standing up a BI practice. - [Bloomfilter vs Jira Reporting Metrics](https://bloomfilter.gitbook.io/bloomfilter.ai/metrics/bloomfilter-vs-jira-reporting-metrics.md): Jira tells you what state your tickets are in. Bloomfilter tells you how work actually flowed. ## Docs - [FLORA Slack Integration](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/flora-slack-integration.md): Detailed Documentation on installing Flora into your Slack workspace - [Flora Integrations](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/flora-integrations.md) - [Agent Miner](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/agent-miner.md) - [Claude](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/agent-miner/claude.md) - [Codex](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/agent-miner/codex.md) - [Copilot](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/agent-miner/copilot.md): The Bloomfilter Agent Miner plugin connects your VS Code Copilot chat to Bloomfilter's engineering intelligence tools. Follow the steps below to get it installed and running. - [Cursor](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/agent-miner/cursor.md) - [Support](https://bloomfilter.gitbook.io/bloomfilter.ai/docs/support.md) ## Persona Prompts - [Personas](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/personas.md) - [Executive Leadership](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/personas/executive-leadership.md): CIOs, CTOs, VPs of Engineering, Heads of Delivery, Directors of the PMO, and other senior leaders who own portfolio-level outcomes and need to connect engineering activity to business results. - [Product Owner](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/personas/product-owner.md): Product Owners, Product Managers, Program Managers, and Portfolio Leads who are responsible for what the engineering organization builds, why it matters, and whether initiatives deliver value. - [Engineering and Project Leads](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/personas/engineering-and-project-leads.md): Scrum Masters, Agile Leads, Delivery Managers, and Engineering Managers who are accountable for sprint health, team flow, and continuous improvement. - [Prompts](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts.md): Slash Prompts: How We Build Instruments - [Strategic Execution](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/strategic-execution.md): The details of the strategic execution prompt available in Flora Agent mode. - [Strategic Alignment & Portfolio Health](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/strategic-alignment-and-portfolio-health.md): Prompt for analyzing how well engineering work maps to strategic goals, tracking initiative health, and identifying portfolio-level misalignment. - [Delivery Performance & Predictability](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/delivery-performance-and-predictability.md): Prompt for measuring team throughput, cycle time, sprint predictability, and delivery velocity against baselines and targets. - [Investment & Risk Management](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/investment-and-risk-management.md): Prompt for quantifying engineering spend ROI, surfacing financial waste from rework and defects, and identifying at-risk budget allocations. - [Team & Capacity Insights](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/team-and-capacity-insights.md): Sprint health coaching prompt for Scrum Masters and Agile Leads — diagnoses mid-sprint signals like scope creep, rollover, and planning failure, and translates them into actionable team conversations. - [Process Efficiency & Workflow](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/process-efficiency-and-workflow.md): Workflow diagnostic prompt that identifies where engineering process is breaking down — from rework loops and untested deployments to cycle time variance — and quantifies the cost of each inefficiency - [Trend & Benchmarking Analysis](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/trend-and-benchmarking-analysis.md): Prompt for identifying long-term delivery trends and comparing team performance against portfolio benchmarks to surface systemic improvements or regressions over time. - [Sprint Scope Creep](https://bloomfilter.gitbook.io/bloomfilter.ai/persona-prompts/prompts/sprint-scope-creep.md): Prompt for auditing mid-sprint scope injection — tracks which tasks were added after sprint start, who added them, and whether the team is on track to complete original commitments. ## Enablement - [Bloomfilter.ai](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai.md) - [Admin Portal](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/admin-portal.md) - [Customer Enablement](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/customer-enablement.md) - [Feature Flags](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/feature-flags.md) - [Configurations](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/configurations.md) - [Metric Registry](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/metric-registry.md) - [SOP Reference Guide](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/bloomfilter.ai/sop-reference-guide.md): This is a a SOP reference guide for Bloomfilter.ai. It provides enablement teams with step-by-step procedures for setting up, configuring and troubleshooting customer issues. - [Celonis for the SDLC](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc.md) - [Data Ingestion Guide](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc/data-ingestion-guide.md) - [Permissions and Setup Guide for ADO and Github](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc/permissions-and-setup-guide-for-ado-and-github.md): This guide describes the minimal permissions and OAuth scopes required to connect Bloomfilter.ai with Celonis, Azure DevOps (ADO), and GitHub. It is intended for a Celonis administrator. - [Permissions and Setup Guide for JIRA](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc/permissions-and-setup-guide-for-jira.md) - [Spec Driven Development: Platform Orientation Guide](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc/spec-driven-development-platform-orientation-guide.md) - [CTO Dashboard Guide: Platform Orientation Guide](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/celonis-for-the-sdlc/cto-dashboard-guide-platform-orientation-guide.md) - [Partner Program](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program.md): Welcome to the Bloomfilter Partner Program. This page is your starting point for understanding how we partner together to bring Bloomfilter to customers and how that partnership grows over time. - [Curriculum Overview](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program/curriculum-overview.md) - [Process Intelligence for AI Agents](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program/process-intelligence-for-ai-agents.md) - [Delivery Methodology](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program/delivery-methodology.md) - [12/3/1 Guide](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program/12-3-1-guide.md): The 12/3/1 guid is how Bloomfilter turns a signed engagement into a clear, time-bound path to value. It sets goals across three horizons: 12 months, 3 months, and 1 month. - [Integration & Reverse Demo Enablement](https://bloomfilter.gitbook.io/bloomfilter.ai/enablement/partner-program/integration-and-reverse-demo-enablement.md): Getting a customer's data into Bloomfilter cleanly is what makes everything downstream — metrics, dashboards, insights — trustworthy. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on a page URL with the `ask` query parameter: ``` GET https://bloomfilter.gitbook.io/bloomfilter.ai/readme.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.