What are the best alternatives to Harness?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Harness among SRE and DevOps agents are Anyshift, Ciroos AI, Kura, Parity. Each is graded on the same public evidence, and no vendor pays for placement.

Does Harness require human approval before an agent acts?

Full under the Agentic Index verification standard. Harness publishes public evidence of human approval steps and guardrails, so an agent action can be held for review before it executes. Evidence basis: Human-aware by design, treating human insight as operational data; investigation surfaces confidence-scored hypotheses and remediation runs through one-click human-triggered runbooks, Harness AI SRE 2026-07-22. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Harness support MCP and tool calling?

Partial under the Agentic Index verification standard. Harness publishes some public evidence of tool calling and API or SDK extensibility, but narrower than full Model Context Protocol (MCP) support as defined by the Agentic Index taxonomy. Evidence basis: Integrates via webhooks and native connectors and can trigger Harness pipelines, but a first-class API, SDK or MCP surface for the AI SRE agent is not documented in retrieved sources, Harness AI SRE 2026-07-22. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Harness have SOC 2, SSO and role based access control?

Partial under the Agentic Index verification standard. Harness publishes some public evidence of security and identity controls, but narrower than the full set of SOC 2, single sign on (SSO) and role based access control (RBAC). Evidence basis: An established enterprise platform with typical governance controls, but specific AI SRE certifications are not enumerated in retrieved sources and Microsoft Teams transcription relies on third-party services (Recall.ai and AssemblyAI) with. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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Harness

Q: Who is Harness for?

enterprise, DevOps teams, SRE teams

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SRE / DevOps agentindependentVerified 2026-07-22

Entry pricePriced within the Harness platform; contact salesFull pricing detail

Harness AI SRE is a human aware change agent with an AI Scribe that captures Slack, Teams and Zoom signals and correlates them with system changes across the Harness DevOps platform.

Harness AI SRE is the incident response module of the Harness AI Software Delivery Platform.

Two agents work together during an incident: the AI Scribe listens across Slack, Teams and Zoom to capture decisions, actions and timelines, and the RCA Change Agent, also called the Human-Aware Change Agent, reads that timeline and correlates it with change intelligence from the Software Delivery Knowledge Graph, deployments, pull requests, feature flags, configuration and infrastructure, to surface evidence-backed root cause hypotheses with confidence scores.

One-click automation runbooks chain remediation actions such as rolling back, scaling out, toggling a feature flag, posting to Slack or opening a Jira ticket. Harness AI SRE relies on external tools such as Datadog and New Relic for observability telemetry rather than collecting its own. Harness has more than 1,000 customers.

Vendor details

Canonical URL

https://www.harness.io

Company status

independent

Use cases & customers

Primary use cases

incident responsechange-based root cause analysisincident documentationautomation runbooks and rollback

Target customers

enterpriseDevOps teamsSRE teams

Deployment options

SaaSself-managed (Harness platform)

Integrations

Monitoring (Datadog, New Relic, Splunk, Dynatrace, Grafana, Opsgenie), CI/CD (GitHub, GitLab, Jenkins, Harness Pipelines), ITSM (ServiceNow, Jira, PagerDuty, VictorOps), collaboration (Slack, Teams, Zoom, Confluence).

Sources & related URLs

Research sources

https://www.harness.io/products/ai-sre https://github.com/agamm/awesome-ai-sre

Agentic Index coverage score

8.0 / 14 capabilities · 57%

Integrations & Tool Calling	Full
Broad connectors across monitoring (Datadog, New Relic, Splunk, Dynatrace, Grafana, Opsgenie), CI/CD (GitHub, GitLab, Jenkins, Harness Pipelines), ITSM (ServiceNow, Jira, PagerDuty, VictorOps) and collaboration (Slack, Teams, Zoom, Confluence), Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Workflow Orchestration	Full
Two agents work together, the AI Scribe capturing the incident narrative and the RCA Change Agent driving change-centric investigation, with one-click automation runbooks chaining remediation actions, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Knowledge Grounding & RAG	Full
Correlates human signals from conversations with change intelligence across the Software Delivery Knowledge Graph, deployments, pull requests, feature flags, configuration and infrastructure, to surface evidence-backed hypotheses, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Human Oversight & Guardrails	Full
Human-aware by design, treating human insight as operational data; investigation surfaces confidence-scored hypotheses and remediation runs through one-click human-triggered runbooks, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Security, Identity & Governance	Partial
SourceAn established enterprise platform with typical governance controls, but specific AI SRE certifications are not enumerated in retrieved sources and Microsoft Teams transcription relies on third-party services (Recall.ai and AssemblyAI) with their own data handling, Harness AI SRE; harness.io/products/ai-sreread 2026-07-22
Observability & Auditability	Partial
Strong incident auditability through Scribe records, timelines and an SRE dashboard covering MTTR, SLO breaches and uptime, but no built-in observability telemetry, relying on external tools such as Datadog and New Relic for logs, metrics and traces, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Memory & State Persistence	Partial
Maintains authoritative incident records and timelines and references change history; no distinct persistent memory architecture named, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Deployment & Data Residency	Partial
Delivered within the Harness SaaS platform, which offers self-managed deployment, though AI SRE data residency specifics are not documented in retrieved sources, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Prebuilt Agents, Templates & Packs	Partial
Ships prebuilt agents (AI Scribe and the RCA Change Agent) and a library of one-click automation runbooks for rollback, scaling and feature-flag toggles, though not an extensive agent marketplace, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Triggers & Channel Coverage	Full
Ingests alerts via webhook from monitoring tools, routes and escalates with built-in on-call schedules, and the Scribe listens across Slack, Teams and Zoom during incidents, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Model Flexibility & Routing	Unable to verify
No customer facing model choice or routing documented, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
APIs, SDKs & MCP Extensibility	Partial
Integrates via webhooks and native connectors and can trigger Harness pipelines, but a first-class API, SDK or MCP surface for the AI SRE agent is not documented in retrieved sources, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Testing, Debugging & Optimization	Unable to verify
No agent evaluation or testing tooling is documented for the AI SRE module, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22
Browser & Computer Use	Unable to verify
Operates through integrations, webhooks and runbooks rather than browser or computer interface control, Harness AI SRE 2026-07-22 Sourceharness.io/products/ai-sreread 2026-07-22

The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Recent platform changes

2026-08-27·Human approval / guardrailsVerified

Harness released an Agent-Ready Code Repository and AI Code Review system built to handle the increased volume of code produced by AI agents. The review layer evaluates agent-generated pull requests to identify potential risks and provides context-aware feedback for human reviewers.

Bears on: Security / enterprise

View source

2026-08-19·Agent capabilityVerified

Harness launched a suite of AI-driven security agents designed to handle vulnerability response across the software lifecycle. The release includes AI SAST, agentic triage and remediation, a dedicated Zero-Day Agent, and virtual patching capabilities.

Bears on: Security / enterprise

View source

2026-08-04·Agent capabilityVerified

Harness published its July 2026 product update, encompassing 71 new features including the Agent Development Lifecycle (DLC) and CLI 3.0. The update introduces a dedicated permission system for Worker Agents and integrates the full AI agent lifecycle into the core Harness platform.

Bears on: Agent capability

View source

View all 3 changes for Harness →Tracked since Aug 2026 · Verified from public vendor sources

Pricing

Priced within the Harness platform; contact sales

Trial available

What is public

AI SRE is priced within the broader Harness platform; no standalone public list price.

Variable cost rationale

Priced as part of a broader Harness platform commitment rather than a standalone list price.

Sales call required

Yes, required for paid access

Free / trial

Free trial (platform)

Key ambiguities

No standalone AI SRE list price; cost depends on the overall Harness platform commitment.

Agentic Index verified 2026-07-22

Related vendors

Alternatives to Harness

The closest documented capability profiles to Harness among SRE and DevOps agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Anyshift8.5 / 14Adds documented Testing, Debugging & Optimization
Ciroos AI8.0 / 14Fuller documented coverage on APIs, SDKs & MCP Extensibility
Kura7.0 / 14A lighter documented profile than Harness
Parity7.0 / 14A lighter documented profile than Harness
SRE.ai8.0 / 14Adds documented Testing, Debugging & OptimizationHarness vs SRE.ai →
Better Stack8.5 / 14Fuller documented coverage on Observability & Auditability and APIs, SDKs & MCP Extensibility

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Harness with other vendors →Compare all SRE and DevOps agents →See where Harness ranks →

Data confidence: high

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Vendor details

Canonical URL

Category

Company status

Use cases & customers

Primary use cases

Target customers

Deployment options

Integrations

Sources & related URLs

Research sources

Agentic Index coverage score

Recent platform changes

Pricing

Related vendors

Alternatives to Harness

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