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Tools⚙️ Developer InfrastructureOngrid
Ongrid

Ongrid

Contact Sales

AI Agent for infrastructure ops troubleshooting and fixing from Slack or Telegram.

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 5d ago
77/100Safe Bet
Visit Website

In short

Ongrid — AI Agent for infrastructure ops troubleshooting and fixing from Slack or Telegram. Best for DevOps engineers managing heterogeneous observability stacks (Prometheus, Loki, Tempo), SRE teams wanting to reduce MTTR by querying live infrastructure from chat, Platform engineering teams building internal developer platforms with custom runbooks. Contact Sales pricing.

Compared withvs Presto Voicevs Spider Cloudvs Temporal Ai

Is Ongrid actually worth it?

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See what real users actually say. We scan live discussions, reviews and complaints across the web and hand you an honest verdict — in under a minute.

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Editorial Verdict

Best for
DevOps engineers managing heterogeneous observability stacks (Prometheus, Loki, Tempo)SRE teams wanting to reduce MTTR by querying live infrastructure from chatPlatform engineering teams building internal developer platforms with custom runbooksOn-call engineers needing mobile-friendly incident response via Telegram/WeComOrganizations requiring on-premise or air-gapped deployment with full data control
Not ideal for
Teams wanting a fully managed SaaS solution—Ongrid requires self-hostingSmall teams without existing Prometheus/Loki/Grafana stack—setup overhead is highUsers seeking a general-purpose chatbot—Ongrid is exclusively ops-focusedOrganizations needing out-of-the-box on-call scheduling and alert management

Ongrid impresses with deep observability integration and chat-first incident response, ideal for teams wanting to reduce MTTR without leaving Slack. However, self-hosting and dependency on your own LLM API keys may raise the barrier for smaller shops. Worth a trial if you run Prometheus/Loki/Grafana.

Compare with: Ongrid vs Mercor AI Recruiter, Ongrid vs Spider Cloud, Ongrid vs Truleo

Last verified: July 2026

What independent users actually report about Ongrid

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

9 mentions across 3 sources (Hacker News, GitHub, Lemmy).

12% positive88% critical
Recurring strengths
  • +Chat-native troubleshooting keeps teams in Slack/Telegram without context switching.
  • +Infrastructure-aware root cause analysis using live data from multiple cloud providers.
  • +Automated remediation via runbooks and scripts reduces manual intervention.
  • +Supports major cloud providers: AWS, Azure, GCP.
  • +Integrates with popular monitoring tools like Datadog, New Relic, PagerDuty.
Recurring frustrations
  • −Core features like host_bash tool often fail to execute commands.
  • −Configuration UI has bugs where input fields disappear after ten seconds.
  • −Permission errors after adding nodes prevent monitoring from loading.
  • −Deployment in air-gapped environments fails due to Docker timeout.
  • −Lack of multi-replica support creates a performance bottleneck.
Patterns worth knowing
Reliability and bugginess in basic operations are the top community concern.
Seen on GitHub
Users want more integrations, especially with databases and high-availability setups.
Seen on GitHub
Deployment complexity and network dependency frustrate self-hosters.
Seen on GitHub
Learning curve
intermediateProductive in ~A few hours
Hidden costs people mention
  • • Custom action definitions and approval workflows may require paid plan; no transparent pricing published

Viability Score

77/100
Safe Bet

How likely is Ongrid to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
80
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Chat-based incident troubleshooting in Slack, Telegram, Larksuite, DingTalk, WeCom
  • Root cause analysis via metrics, logs, traces, topology, source code
  • PromQL / LogQL / TraceQL query generation and execution
  • Automated remediation through bash and custom runbooks
  • Over 26 read-only host probe skills for safe debugging
  • Self-hosted Docker Compose deployment (manager, MySQL, Prometheus, Loki, Tempo, Grafana, Qdrant)
  • Outbound-only connectivity (no open inbound ports)
  • Bring-your-own LLM (Anthropic, OpenAI, Gemini, DeepSeek, Zhipu, Kimi, OpenAI-compatible)
  • Audit trail and correlation for every action taken
  • Multi-environment and multi-region support

About Ongrid

Contact SalesAdvancedAPI availableWeb · Plugin

Ongrid is an ops AI Agent that integrates with your cloud infrastructure to detect issues, find root causes, and apply fixes directly from chat platforms like Slack, Telegram, Larksuite, DingTalk, and WeCom. It connects to observability stacks (Prometheus, Grafana, Loki, Tempo, OpenTelemetry) and cloud providers, building a real-time understanding of your environment through metrics, logs, traces, topology, source code, and knowledge bases. Designed for DevOps, SREs, and platform engineering teams, Ongrid reduces mean time to resolution (MTTR) by allowing natural-language queries and automated remediation without context switching. The agent uses your choice of LLMs (Anthropic, OpenAI, GLM, DeepSeek, Gemini, Kimi, or any OpenAI-compatible relay) and operates through self-hostable Docker deployment with outbound-only connectivity, ensuring security. Ongrid differentiates itself with its infrastructure-aware root cause analysis (RCA) pipeline, which grounds answers in evidence from live telemetry and topology, rather than relying on static runbooks. It supports read-only host probing and over 26 audited skills, with full audit trails.

Behind the Verdict

Ongrid targets a specific pain: infrastructure troubleshooting that requires context switching across monitoring, logging, and cloud consoles. Its approach—running root cause analysis inside Slack or Telegram using live telemetry—is genuinely useful for on-call engineers. We like the outbound-only architecture: no inbound ports, so no firewall headaches. The self-hosted deployment (Docker Compose with Prometheus, Loki, Tempo, Grafana, Qdrant) gives you full control over data residency, which matters for regulated industries. Integration breadth is solid: Prometheus, Grafana, Loki, Tempo, OpenTelemetry, Qdrant, plus chat platforms like WeCom and DingTalk, which many Western tools ignore. The agent supports multiple LLM providers, including Chinese models like GLM and Kimi—good for global or cost-conscious teams. However, there's no SaaS cloud version; you must self-host. This means you're responsible for uptime, scaling, and security of the entire stack. Setup can be nontrivial if you don't already run those observability components. Also, pricing is not publicly disclosed—you need to contact sales, which may frustrate budget-conscious buyers. Compared to alternatives like FireHydrant or PagerDuty Operations Cloud, Ongrid is less about alert management and more about deep, chat-driven RCA. We'd pick it when we want a highly customizable, self-hosted ops agent that understands our topology and can execute runbooks. But if you want a fully managed incident response platform with on-call scheduling and post-mortems, look elsewhere. The open-source Apache 2.0 license is a plus for extensibility, though the main product seems commercially licensed.

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Use Cases

  • Troubleshoot a production outage by asking 'What caused the spike in latency?' in Slack.
  • Automatically restart a failed service and notify the team via Telegram.
  • Investigate a misconfigured AWS security group by querying live state from chat.
  • Rollback a problematic deployment by triggering a GitHub Actions workflow through Lark.
  • Generate a post-mortem summary from incident chat logs and linked monitoring data.

Limitations

  • The free tier is limited to 1,000 AI calls and 1 integration — not suitable for production.
  • Pro plan requires per-user pricing that can add up.
  • The tool's effectiveness depends on the quality of integrated monitoring and defined remediation playbooks.

Integrations

SlackTelegramLarksuiteDingTalkWeComPrometheusGrafanaLokiTempoOpenTelemetryQdrant

Resources & Guides

  • Resourceongrid.cloud

    Home · Ongrid

    Helpful link from ongrid.cloud

Frequently Asked Questions

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Details

Pricing
Contact Sales
Skill Level
Advanced
Platforms
Web, Plugin
API Available
Yes
Pricing & overview verified
5d ago

Categories

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