惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Application and Cybersecurity Blog
Application and Cybersecurity Blog
T
Threat Research - Cisco Blogs
Latest news
Latest news
Project Zero
Project Zero
TaoSecurity Blog
TaoSecurity Blog
Cyberwarzone
Cyberwarzone
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Google DeepMind News
Google DeepMind News
P
Privacy & Cybersecurity Law Blog
T
Troy Hunt's Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
AWS News Blog
AWS News Blog
Hacker News: Ask HN
Hacker News: Ask HN
S
Security @ Cisco Blogs
C
Cisco Blogs
Help Net Security
Help Net Security
I
Intezer
W
WeLiveSecurity
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
腾讯CDC
S
Secure Thoughts
MyScale Blog
MyScale Blog
Recorded Future
Recorded Future
G
GRAHAM CLULEY
L
LINUX DO - 热门话题
A
About on SuperTechFans
C
CXSECURITY Database RSS Feed - CXSecurity.com
IT之家
IT之家
J
Java Code Geeks
The Hacker News
The Hacker News
阮一峰的网络日志
阮一峰的网络日志
Scott Helme
Scott Helme
Recent Announcements
Recent Announcements
AI
AI
Cisco Talos Blog
Cisco Talos Blog
B
Blog RSS Feed
V
Vulnerabilities – Threatpost
C
Check Point Blog
Security Latest
Security Latest
S
SegmentFault 最新的问题
T
The Exploit Database - CXSecurity.com
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
M
MIT News - Artificial intelligence
T
The Blog of Author Tim Ferriss
Attack and Defense Labs
Attack and Defense Labs
PCI Perspectives
PCI Perspectives
Recent Commits to openclaw:main
Recent Commits to openclaw:main
T
Tailwind CSS Blog
Apple Machine Learning Research
Apple Machine Learning Research

PostHog's RSS Feed

Training our own AI models - PostHog From 270GB RAM to 5GB: Moving local flag evaluation from Django to Rust The best analytics stack for vibe-coded apps The do's and don'ts of minimum viable product marketing - PostHog The best MCP servers for startups, by workflow 4,063 errors closed without a human opening PostHog – here's what we learned - PostHog PostHog Code and the self-driving product - PostHog Why attacking your competitors online is dumb - PostHog The best real-time analytics platforms for developers, compared DuckDB vs ClickHouse: Why we use both at PostHog - PostHog PostHog's next chapter - PostHog Making Claude Cowork actually useful - PostHog PostHog vs Matomo in-depth tool comparison You're doing lifecycle emails wrong Untangling Tokio and Rayon in production: From 2s latency spikes to 94ms flat The best HIPAA-compliant A/B testing tools - PostHog A beginner's guide to testing AI agents - PostHog I hate the standup bot (so I built an agent to do it for me) - PostHog The best CDPs for developers, compared The best error tracking tools for developers, compared The best feature flag software for developers, compared 7 best session replay tools for mobile apps 7 best free open source business intelligence tools right now 7 best free and open source LLM observability tools PostHog vs LogRocket in-depth tool comparison The most popular PostHog alternatives, compared Open source (and self-hosted) session replay tools - PostHog The 9 best GA4 alternatives for apps and websites - PostHog PostHog vs Google Analytics 4 in-depth tool comparison How we built automatic clustering for LLM traces - PostHog The 7 best HIPAA-compliant analytics tools 8 best open source analytics tools you can self-host - PostHog The best product analytics tools for startups, compared PostHog vs FullStory in-depth tool comparison The best in-app survey tools for product teams, compared The 7 best mobile app analytics tools PostHog vs Hotjar in-depth tool comparison The 8 best free and open-source feature flag services - PostHog The 5 best free and open-source A/B testing tools - PostHog The best mobile app A/B testing tools, compared What is a feature flag? Feature Flags vs Remote Config vs A/B Testing PostHog is now available in Vercel’s v0 The best Heap alternatives & competitors, compared PostHog vs Heap in-depth tool comparison PostHog vs Pendo in-depth tool comparison PostHog × Vercel: feature flags, minus the plumbing Your logs' final destination is in GA. You always end up here anyway Behind the scenes of a PostHog hackathon - PostHog The most popular Mixpanel alternatives & competitors, compared PostHog vs Mixpanel in-depth tool comparison The 9 best GDPR-compliant analytics tools How we use Logs at PostHog The best web analytics tools for developers, compared Stop AI slop: Run evals with LLM-as-a-Judge - PostHog You product data just got a job: Workflows is now out App onboarding: How to fix drop-off points Why small teams crush tiger teams How we built user behavior analysis with multi-modal LLMs (in 5 not-so-easy steps) - PostHog The best Contentsquare alternatives & competitors, compared 8 learnings from 1 year of agents – PostHog AI - PostHog Why we killed our AI product assistant Workflows graduate to beta! Product data, meet automation The best Rollbar alternatives & competitors, compared Workflows are now in Alpha and I already broke mine - PostHog I've consistently underestimated how important communication is as a CEO - PostHog How we made feature flags even faster and more reliable The best session replay tools for developers, compared What I learned attending my first ever hackathon - PostHog Did you know AI is answering our community questions? - PostHog How not to be boring - PostHog We built an internal tool to generate changelog images for social media - PostHog What we built at our windswept Mykonos hackathon - PostHog How we built our onboarding email flow (with actual performance data) - PostHog We're building a better PostHog community by closing our public Slack - PostHog Introducing Notebooks for PostHog - PostHog Why we've launched PostHog user surveys - PostHog How we made feature flags faster and more reliable - PostHog In-depth: ClickHouse vs Redshift - PostHog Introducing HouseWatch: An open-source toolkit for ClickHouse - PostHog Introducing HogQL: Direct SQL access for PostHog - PostHog What we built at our sun-kissed Aruba hackathon - PostHog In-depth: ClickHouse vs BigQuery - PostHog In-depth: ClickHouse vs Elasticsearch - PostHog HogMail #22: Why do companies over-hire?" - PostHog Our simpler goal: Help engineers to be better at product - PostHog In-depth: ClickHouse vs Snowflake - PostHog HogMail #21: Avoiding the "Product Death Cycle" - PostHog Sunsetting Kubernetes support for PostHog - PostHog Why 'Product Engineer' is the most fun role I've had in tech - PostHog HogMail #20: Why do startups fail? - PostHog The best Google Optimize alternatives for apps and websites - PostHog Array 1.43.0: Massive performance improvements! - PostHog In-depth: ClickHouse vs Druid - PostHog HogMail #19: Which meetings should you kill? - PostHog CEO diary: The things I learned in 2022 - PostHog The essential tools used by product engineers - PostHog HogMail #18: What can SaaS learn from the New York Times? - PostHog What is a product engineer? - Product Engineer Handbook - PostHog Array 1.42.0: Get beta features via our roadmap! - PostHog HogMail #17: The personal traits that can't be taught - PostHog
Meet Logs (beta) – logs with all the tools you’re already using
Sara Miteva · 2025-12-23 · via PostHog's RSS Feed

Every developer's debugging journey ends at the same destination. You can start with an error and get context with a session replay, but eventually, you'll need logs to see what's actually happening in your system. This progression is so familiar, we barely think of it anymore.

We built Logs (now in beta) for this debugging journey. Not as a new tool to adopt, but as the part of the investigation you were doing anyway. Now you can get the backend context behind your errors and session replays next to your favorite tools in PostHog, without having to leave the platform and open another tab.

Where context gets messy

When logs live outside the rest of your debugging workflow, they lose their most important attribute: context. You leave the error view, open another tool, recreate the timeframe, match request IDs, and hope you’re looking at the same execution path you were just investigating.

The logs are still accurate and the system is still observable. But the story you’re trying to piece together fragments, and understanding takes longer than it should. At PostHog, we don’t think logs should be something you switch to. They should be already there when you need them.

With Logs, the debugging journey is continuous.

  • When you’re looking at an exception, the logs surrounding that failure are immediately available.
  • When you’re watching a session replay, you can see what the backend was doing during that exact interaction.
  • When you’re investigating a specific user or event, the relevant logs are part of the same view, not a separate search problem.

You're no longer reconstructing the timeline manually. The frontend behavior, backend activity, and failure point stay connected, making understanding faster and less error-prone.

Logs is built on OpenTelemetry, which means you don’t have to change how you log or adopt a proprietary SDK. If you’re already sending logs via OTLP, they work with PostHog out of the box.

Logs integration

Logs is in beta today, free to use, and focused on tight integration with the rest of the PostHog debugging experience.

Over the coming months, we’re working on deeper connections with Error Tracking and Session Replay, better defaults for viewing logs tied to users and events, and early AI-powered investigation so you can ask questions instead of reading through lines.

The long-term goal is straightforward, even if it’s ambitious: build a logging product where you don’t need to read log lines to understand your system.

Try it out with your existing OpenTelemetry setup and let us know what you think, we’d love to have you help us shape this product.