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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 Meet Logs (beta) – logs with all the tools you’re already using 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 #15 - PostHog
Andy Vanderv · 2022-10-27 · via PostHog's RSS Feed

Welcome to HogMail, our newsletter featuring the best of the PostHog blog, tutorials, product guides, and curated articles on building great products and companies. We send it every two weeks. Signup here so you don't miss it.

#posthog-blog

🙌 CEO diary: How we made something people want: It's one thing to build something, it's another to build something that people want. CEO James Hawkins shares his and Tim's journey to building PostHog.

🛠 Building an open source data stack: You really can replace Segment, Looker, Zapier and more with open source data tools. Did we mention PostHog is open source?

🦔 5 essential PostHog apps for new users: An introduction to the world of PostHog apps. They're small and powerful, just like... hedgehogs? It's a power-to-weight ratio thing.

🔎 Tracking pageviews in single-page apps: All the ways to track pageviews in single-page apps (SPA) using PostHog.

📉 How to calculate and lower churn rate with PostHog: Master using session recordings, cohorts, and actions to lower churn.

The Case Against Collaboration by Paul Taylor, makes some interesting points about the limits of collaboration on creativity:

  • Research by MIT found that brainstorming sessions "reduced creativity" because they lead to incremental modifications, rather than radical and potentially superior solutions.

  • "A meta-analytic review of over 800 teams indicated that individuals are more likely to generate a higher number of original ideas when they don’t interact with others."

  • Collaboration is best used to solve complex problems that require diverse expert opinions.

  • At PostHog, we find successful offsites and hackathons are built on preparation. Plan ahead. Set expectations early. Ask people to come up with ideas before the offsite so they have time to think.

Writing better error messages by Jenni Nadler, on how Wix changed the way they wrote error messages. Takeaways:

  • "Oops! Something went wrong" and similar jovial messages are just annoying and aggravate users. Be clear about exactly what went wrong.

  • Offer solutions. If there's a potential way to fix the problem, suggest it. If there isn't, make it easy to get help.

  • Fixing bad error messages requires shared responsibility across teams and roles. Wix created a cross-function team just to tackle error handling, and reviews them constantly.

How has Tesla generated unparalleled operating leverage? by Aakash Gupta, which looks at how Tesla's success is supported by controlling costs:

  • "Most companies spend too much on R&D + SG&A [sales, general & admin]. Tesla doesn’t. As a result, it has unparalleled operating leverage."

  • Tesla increased R&D spend in 2021 by 71% by funding R&D through revenue increases alone, holding its total R&D spend at just 5% of revenue. Meta, by comparison, spends 21% of revenue on R&D.

  • Thanks in large part to Elon's fame, Tesla doesn't spend much on paid advertising. Most startups don't have an Elon, but focusing on the most cost-effective marketing channels, such as SEO and word-of-mouth, prevents overspending. Tesla is a product-led growth company.

  • Tesla went from making 100k cars in 2017 to nearly 1 million in 2021 (a 9x increase), but only increased headcount from 37k to 99k (a 3x increase). Keeping headcount under control lead to a huge increase in margins. This is vital for startups to achieve default alive status .

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