PostHog 代码助手
PostHog Code 是一种创新的 AI 编程工具，它利用产品实际使用数据（包括应用内活动、错误日志、支付记录、会话录制、追踪、漏斗分析、功能标记、实验结果、内部线程、支持票据、工单和转录）来诊断问题并自动生成修复 Pull Request，甚至在开发者知晓问题之前。
该工具支持本地和云端运行，并自动选择合适的 AI 模型。
它提供多 agent 并行管理、代码监控、自动 PostHog 埋点、错误跟踪、功能标记和 A/B 测试等功能，并支持 OpenAI、Anthropic 等主流 LLM 模型，以及 Linear、Slack、GitHub 等集成。
PostHog Code 计划于 2026 年春季发布。
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The old way to build with AIMost AI code editors lack context and wait for you to tell them what to Build ↵.They use your <codebase /> as the source of truth, not how humans (or agents) actually use your product.The PostHog waySignalsIn-app activityLogsErrorsPaymentsSession recordingsTracesFunnel dropoffFeature flagsExperiment resultsInternal threadsSupport ticketsBacklogTranscriptions PostHog Code uses signals from ● production data to diagnose issues and generate pull requests to fix them —before you even know there's a problem.Run it locally or in the cloud — either way, it automatically uses the right AI model for the job.TL;DR: There are plenty of AI coding tools, but only one that knows your product like PostHog Code.Everything you'd expect in an AI coding tool, but way more...Manage multiple coding agents in parallelSplit screen presets let you monitor agents side-by-side or in a 2x2 or 3x3 grid.Automatic PostHog instrumentationPostHog Code automatically builds new features with the proper PostHog instrumentation so you can progressively roll out changes and monitor their impact.Event instrumentationTracks new features and changes to existing features as they're builtError trackingConfigures exception capture so new code surfaces in PostHog with stack tracesFeature flags & rollout conditionsCreates the flag, implements isFeatureEnabled, and configures staged rollout conditionsExperimentsScaffolds variants, split, and goal metricsSupported LLMsPostHog Code runs on the same models you already use — no markup.OpenAIGPT-5.5GPT-5.4AnthropicClaude Sonnet 4.6Claude Opus 4.7Claude Haiku 4.5IntegrationsLinearSlackGitHubGranolaZendeskMCP supportManage MCP servers for your AI agents. Connect external services to extend your agent's capabilities.AttioManage Attio CRM contacts, companies, and deals.HubSpotSync contacts, companies, and marketing lifecycle for richer agent context.StripeLook up customers, subscriptions, and invoices from billing.SalesforceQuery accounts, opportunities, and CRM records your agents need in context.SentryPull issues, releases, and stack traces so agents debug against real errors.Try itPostHog Code is launching in Spring 2026. Join the waitlist to be the first to try it.FAQ
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