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Bits Detection is your always-on production monitoring system that autonomously identifies what’s unhealthy and when it matters as your systems change. Using real-time telemetry, historical baselines, service topology, ownership, and source code context, Bits continuously monitors critical areas of production and surfaces impactful alerts. Fully integrated into the Datadog platform, Bits helps teams keep monitoring aligned with fast-moving systems without manually defining every condition up front.

Bits gets more useful the more it knows about your environment. With Memories, Bits learns the operational context your team builds up over time: the hard-won lessons live telemetry alone can't surface. It can then apply that knowledge whenever it's relevant, adding a deeper layer of context across all of its work.

Bits Remediation: Bits doesn't stop at detecting issues and finding the root cause. It helps you resolve them. Bits can act on its findings across your services and infrastructure by calling APIs, running fully configured scripts, and opening code fixes as pull requests, all within the guardrails your team defines.

Bits Infrastructure Operations acts as your autonomous platform engineer that detects, investigates, and remediates common infrastructure issues, such as OOMKilled pods, expiring TLS certificates, and Lambda concurrency limits, before they escalate into incidents. Bits acts safely within the new Bits Guardrails you define: autonomously resolving issues when permitted, surfacing the rest for review and user approval with full context, and learning from every approved change to expand what it can resolve on its own.

Datadog's end-to-end Network Monitoring suite gives every engineer the visibility they need to detect and resolve issues across the full stack. Datadog correlates network, application, and infrastructure telemetry in real time, pinpointing the exact source of latency, congestion, or configuration-related issues hop-by-hop. Teams remediate issues directly within the platform and roll back on-premises devices to their last known good configuration with a single click. With Bits AI, anyone can pinpoint the root cause of complex network behavior in plain language—no networking expertise required.

Database Optimizer gives users automated remediation out of the box. When Database Optimizer identifies a query worth optimizing, it generates a concrete fix, validates it empirically against a simulated copy of the customer's schema, and delivers a ready-to-merge pull request on the exact line of code that issued the query. The fix arrives with benchmark evidence embedded, so the reviewer can ship it without leaving their normal workflow. This is not a recommendation to consider, it is a validated change, ready to apply.

Federated Logs allows customers to query logs in third-party data lakes without moving the data or duplicating it across systems. Teams can now search logs in Databricks from the Datadog Log Explorer, allowing observability and business teams to work from shared context.

Datadog Bring Your Own Cloud (BYOC) Logs lets you keep your logs in your own environment while using the Datadog platform for querying, analytics, and investigations. Built for modern AI applications, AI labs, and large-scale data environments, it runs a high-performance, petabyte-scale log engine in your infrastructure, giving you full control over costs, scale, and compliance.

Journey Monitoring gives engineering, product, and DevOps a single shared view of every critical user journey -- combining traffic, conversion rates, uptime, and errors from Real User Monitoring, Synthetic Monitoring & Testing, and Product Analytics. Every team now has a shared understanding of a journey's performance and can pinpoint exactly whether a drop-off is a technical issue or a behavioral one.

Bits Release is an AI release validation agent that verifies every code change from pull request to production. When a PR is opened, Bits Release analyzes the intended impact of the change, generates a validation plan, runs end-to-end checks in staging, and monitors the production rollout.

Unlike traditional monitoring, Bits Release validates releases in context: it verifies that the expected improvements actually happen while detecting regressions and unintended side effects. When issues occur, it investigates likely root causes and helps generate fixes. Successful validations can be promoted into persistent production monitors, creating a continuous safety loop for high-velocity and AI-generated code.

Bits Testing is an agent that automatically discovers the user journeys that drive your business and generates self-healing synthetic tests to verify them. It frees teams to ship faster by handling journey discovery and test coverage automatically, no manual scripting required. Unlike tools that require you to prompt the agent on what to test and iterate until it learns, Bits prioritizes critical journeys on its own. And rather than dropping a handful of tests on your lap, it generates end-to-end suites that translate directly into measurable reliability outcomes.

Bits Code is an always-on developer teammate that resolves production issues in code, so engineers can stay focused on shipping features. Powered by Datadog's observability data and built for complex production environments, it picks up the signals surfaced across the platform, investigates them with full production context, and writes production-ready code fixes complete with unit tests. Bits Code closes the loop between finding a problem and fixing it, handling the work an engineer would otherwise do by hand: triaging the signal, locating the offending code, writing the fix, running tests, and opening a pull request for review. Turn signals from products like Error Tracking, APM Recommendations, Continuous Profiler, Test Optimization, Code Security, and Bits Investigations into validated code changes ready for human review, accelerating remediation across Datadog.

Data Observability helps data and product teams improve the reliability of data for analytics and AI applications and optimize the performance and costs of data pipelines. By unifying quality and jobs monitoring from production to consumption, teams can detect and remediate issues faster while optimizing cost and performance.

Bits Data Analysis, now in Preview, gets teams answers to business questions that are fast and reliable using curated context from across your business.

Agent Console acts as your unified view across every AI agent in your organization, including coding agents like Claude Code, Cursor, and GitHub Copilot, plus Datadog's own Bits AI Agents, all in one place. Fully integrated into the Datadog platform, Agent Console attributes spend by agent, team, and user, measures agent impact against non-AI baselines, and suggests fixes to specific waste patterns draining your budget. With one unified view, engineering and business leaders can turn AI agents from an unmanaged line item into a measurable engineering advantage.

With Agent Observability (previously LLM Observability), teams can now automatically surface recurring failure modes in production with Patterns, which clusters traces by behavior, cost, and quality signals. Bits Eval then takes the next step: it investigates any cluster of traces against your code, experiments and datasets to pinpoint root cause and propose targeted fixes, evaluators, and dataset additions. Together, they close the loop from production signal to offline experiment, so AI engineers spend less time triaging and more time shipping improvements with confidence.

AI Guard helps secure homegrown agents from prompt injection, tool misuse, data exfiltration, and other OWASP Top 10 threats. It discovers unprotected agents in your environment, analyzes behavior and historical context, and blocks attacks at runtime. AI Guard sits directly inline with your agents to provide real-time guardrails, so you can ship AI fast without compromising security.

AI Guard helps secure coding agents in developer workflows against prompt injection, backdoor attacks, and other core OWASP Top 10 threats. It detects and blocks malicious skills and scripts directly inline with the coding agent. Integrate real-time AI security guardrails in your developer environments, so you can ship AI fast without compromising security. Support for Claude Code is in Preview, with Codex, Cursor, Github Copilot to follow.

The Datadog Runtime Prioritization Engine helps security and engineering teams focus on the ~5% findings that present the highest operational risk by using real-time observability and security telemetry. The engine identifies findings that are running, reachable, exploitable, and tied to business-critical services without relying on stale tags or manual ownership mapping.

Detect OWASP Top 10 code vulnerabilities with high-accuracy LLM-based analysis.

Detect malicious changes to your source code repositories and prevent supply chain compromises.

Bits Threat Hunting is an autonomous agent that runs hypothesis-driven threat hunts across your environment. It reasons with your telemetry—logs, network flows, identity events, and endpoint activity—to determine whether your organization may be impacted by known attacker behaviors, emerging threat campaigns, or unusual deviations from baseline activity. It surfaces affected assets, users, and indicators of compromise (IoCs), helping analysts quickly answer "Are we impacted?" and investigate potential threats before detection rules fire. It can also recommend and deploy detection rules for newly identified IoCs and tactics, techniques, and procedures (TTPs) based on its threat intelligence and hunt findings.

Bits Security Analyst is an always-on SOC analyst built to investigate complex threats and triage security alerts. It autonomously investigates alerts and creates actionable reports in minutes, following security investigation best practices. SOC teams can spend less time on false positives and benign activities and focus on real threats. Bits Security Analyst is now available as a standalone solution that you can deploy in popular SIEMs—including Splunk and Microsoft Sentinel—in minutes. Bits Security Analyst delivers value from day one without disrupting existing workflows