# bits ai

Bits AI is Datadog's set of AI agents that help developers, SREs, and security teams investigate issues, surface root causes, and support remediation across their stack.

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## Reduce SAST false positives with agentic evaluation and Bits Memories

DevFeed: [Reduce SAST false positives with agentic evaluation and Bits Memories](<https://devfeed.tech/articles/reduce-sast-false-positives-with-agentic-evaluation-and-bits-memories-2307.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/sast-triage-agentic-evaluation-bits-memories/>)

Author: Cole Maring

Published: 2026-07-06T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Static code analysis](<https://devfeed.tech/topics/static-code-analysis.md>), [Application Security](<https://devfeed.tech/topics/application-security.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [bits ai](<https://devfeed.tech/topics/bits-ai.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [bits-ai](<https://devfeed.tech/tags/bits-ai.md>), [code](<https://devfeed.tech/tags/code.md>), [code-security](<https://devfeed.tech/tags/code-security.md>), [developer](<https://devfeed.tech/tags/developer.md>), [devsecops](<https://devfeed.tech/tags/devsecops.md>), [learn](<https://devfeed.tech/tags/learn.md>), [post](<https://devfeed.tech/tags/post.md>), [security](<https://devfeed.tech/tags/security.md>), [threat-detection](<https://devfeed.tech/tags/threat-detection.md>), [tools](<https://devfeed.tech/tags/tools.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [vulnerability-management](<https://devfeed.tech/tags/vulnerability-management.md>)

### AI overview

Datadog's Static Code Analysis uses Bits AI agentic evaluation to investigate SAST findings across a repository, combining related code paths, callers, and validators with organization-specific knowledge from Bits Memories. The goal is to distinguish true vulnerabilities from false positives and speed security triage.

### Source excerpt

Learn how Bits AI in Datadog Static Code Analysis uses repository-wide reasoning and custom context to help make security triage faster and more accurate.

## DASH 2026: Guide to Datadog's newest announcements

DevFeed: [DASH 2026: Guide to Datadog's newest announcements](<https://devfeed.tech/articles/dash-2026-guide-to-datadog-s-newest-announcements-2248.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/dash-2026-new-feature-roundup-keynote/>)

Author: Datadog

Published: 2026-06-09T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [bits ai](<https://devfeed.tech/topics/bits-ai.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [observability](<https://devfeed.tech/topics/observability.md>), [agent observability](<https://devfeed.tech/topics/agent-observability.md>), [MCP](<https://devfeed.tech/topics/mcp.md>)

Tags: [agent-observability](<https://devfeed.tech/tags/agent-observability.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [bits-ai](<https://devfeed.tech/tags/bits-ai.md>), [dash](<https://devfeed.tech/tags/dash.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

Datadog's DASH 2026 keynote roundup covers Bits AI capabilities for developer and operations workflows, including autonomous detection and remediation, AI-assisted release validation and testing, operational memory, and observability features. It also highlights MCP Apps, Agent Observability, and Journey Monitoring.

### Source excerpt

A roundup of everything we announced at DASH 2026, from Bits AI and MCP Apps to Agent Observability and Journey Monitoring.

## Automatically optimize database queries with Datadog Database Monitoring

DevFeed: [Automatically optimize database queries with Datadog Database Monitoring](<https://devfeed.tech/articles/automatically-optimize-database-queries-with-datadog-database-monitoring-2235.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/bits-database-optimization/>)

Author: Nenad Noveljić; Alex Weisberger; Eden Gorevoy; Jake Martin

Published: 2026-06-09T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [database monitoring](<https://devfeed.tech/topics/database-monitoring.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Database](<https://devfeed.tech/topics/database.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [bits ai](<https://devfeed.tech/topics/bits-ai.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>)

Tags: [bits-ai](<https://devfeed.tech/tags/bits-ai.md>), [code](<https://devfeed.tech/tags/code.md>), [database](<https://devfeed.tech/tags/database.md>), [database-monitoring](<https://devfeed.tech/tags/database-monitoring.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [devops](<https://devfeed.tech/tags/devops.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

Datadog Database Monitoring's Bits Database Optimization automatically identifies slow-query candidates, validates rewrites against a simulated copy of the schema, and opens pull requests with simulation evidence for the code that generated the query.

### Source excerpt

Learn how you can automatically detect, validate, and fix slow queries with Datadog Database Monitoring, closing the loop from optimization to deployment.