Paul Bakaus (@pbakaus) header
Paul Bakaus (@pbakaus) profile picture

Renaissance geek (creativity × culture × tech). Product engineer before it was cool. Made @impeccable_ai, @radiant_shaders, @jqueryui | x-@google, @zynga

San Francisco, CA
Joined February 2008
Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)Photo by Paul Bakaus (@pbakaus)
Impeccable Reviews is doing this on every PR! Launching soon 👀
Before you launch anything, have Opus 5.5 send 5 subagents in as your first users. Paste this into Claude Code: "Act as my launch QA lead. Spin up 5 subagents, each a different first-time user: 1. The impatient one: skims, clicks the first button, quits at the first error 2. The skeptic: reads pricing, terms and privacy before signing up 3. The mobile user: does everything on a 375px screen on slow 3G 4. The non-native English speaker: only follows what the UI literally says 5. The breaker: pastes junk into forms, hits back mid-flow, double-clicks everything Each one opens the app in a real browser, goes from landing page to first success, and screenshots every moment they get confused, stuck or annoyed. Merge everything into one list ranked by how many users hit it. Fix it all in one pass, then rerun the 5 users to prove it's fixed." Your first 100 real users won't tell you why they left. these 5 will. (Works best with a browser MCP connected, Playwright or Chrome DevTools)
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i shipped a new version of Impeccable yesterday and didn't talk about it because I was too busy building the next. this is not a good thing. it's also highly ironic as i've done devrel at google for a decade and am ~quite good at this content thing (when i'm not building). so, let's fix it. what @impeccable_ai content would you like to consume? short explainers? ai slop deep dives? how to's? case studies? new feature recaps/highlight reels? mission impeccable?
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Filed in “tweets I didn’t expect to wake up to” 🙏 Gotta give Computer a try 👀
The Impeccable skill by @pbakaus, now in Computer's skills marketplace, reviews an interface and fixes what a designer would flag. It checks layout, type, contrast and accessibility. Tasks that use /impeccable are free through October 31, up to 5,000 credits per user.
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love this idea, and honored to be nominated for the design awards 🫡 cosign.co/awards/design but i would love to see more folks like @dacdavy (who I nominated), often less public but well respected for their craft and building cool new things. who else should be on it?
ok big drop today: very excited to announce The Cosign Awards 2026 has been a crazy year. One thing we keep seeing: the people making the biggest impact inside top companies aren’t always the people you’d expect. The org chart no longer tells the whole story. a single, standout engineer, designer, growth leader, or operator can change the trajectory of the entire company. If you’ve worked with someone like this, you know... the rest of the world hasn’t caught up yet. We want to help change that. Today, we’re opening nominations for the @Cosign Awards. For the next month, we’re looking for the most impactful contributors, and rising stars across the key functions that make great companies work. We'll aggregate nominations across 41 categories, and with help from a panel of 21 judges including @lennysan, @omooretweets, @packyM, @gokulr, @rrhoover, @dhaber, @avichal, @gaganbiyani, @amasad, @illscience, @venturetwins & more - we’ll select ten people in each category, and then bring them together to meet, exchange ideas, and build relationships. (this is the part i'm most excited about, to be honest .. gathering the winners IRL + group chats: we'll run this every year, and hope to see alumni communities of awards winners building things together, helping each-other out, and more - over time). So, here it goes! Who comes to mind? Nominate at cosign.co/awards
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Waymos would be 100% better if they showed song lyrics on the screens
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Impeccable now has a sub-agent that hillclimbs and polishes all your frontend work *automatically* it's one of those quiet wins that just make things work better: kicks in after a build out, then hillclimbs with your agent, usually leading to vastly superior finish and polish in any web project (not just sites) here, codex used it to polish a 3D scene:
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Paul Bakaus retweeted
The cure to burnout is not rest, it's momentum. Solo Talk is back: Six solo founders touched on this in six different ways. I rewatched their episodes and pulled a clip from each that deserved more commentary. 00:47 Make things for the love of the game (@DhravyaShah) 03:55 Company-building is the closest thing to art (@FDavidsonT) 06:31 The ten-year test for picking a problem (@thaiscbranco_) 10:29 What two years of chewing glass taught him (@Altimor) 14:25 Do the work you avoid, first (@clairevo) 17:51 Don't hire yourself out of building (@pbakaus)
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Paul Bakaus retweeted
You asked for better. Your AI added a border. You asked again. It added a shadow. We've all been there. Video by @Abdul_wahab_one 🫡
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Paul Bakaus retweeted
deep in your craft, curious about everything, always making things happen? we’re hiring renaissance geeks to build impeccable + automated design reviews: • frontend • backend / ai & evals • community & advocacy • forward deployed renaissance-geek.ai/careers
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if i was a lab like openai or anthropic, i would test $1k/mo and $5k/mo subscription plans with a group of frontier startups and solopreneurs. if they're not doing that yet (as opposed to only testing new product or models with closed groups), imo a massive wasted opportunity. the learnings from how the most engaged builders use these super-high-tier plans should be invaluable to shape the future of these offerings, as it will give them a glimpse into the near future.
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it’s almost like you still need experienced developers to steer the ship 🤔
Every week someone tells me they vibe-coded their app over the weekend and don't need developers anymore. Before it touches a paying customer, make sure it includes: > a schema someone designed, instead of one the AI improvised table by table > login that still works when someone puts a plus sign in their email > password reset links that expire and work once > MFA, plus a recovery path for the user who lost their phone > sessions that time out, and a way to kill every session for one user > SSO for the enterprise customer who won't sign without it > SAML, because that customer's IT team doesn't do magic links > SCIM, so a fired employee loses access the moment IT offboards them > roles and permissions deeper than "admin" and "everyone else" > checks that stop user A from reading user B's data by changing one number in the URL > tenant isolation, so one customer's bug never shows another customer's records > an admin "log in as this user" button for support, with an audit trail on every use > rate limits on login, so nobody can guess passwords at scale > lockouts that stop attackers without locking out your CFO the night before the board meeting > database migrations that run forward and roll back > migrations that don't lock the main table at 2pm on a Tuesday > indexes, because the query that was instant on 50 test rows times out on 5 million real ones > connection pooling, so a traffic spike doesn't exhaust the database > backups every night > a restore from those backups, tested, because a backup you've never restored is a hope > point-in-time recovery for the day someone runs a delete without a where clause > soft deletes, so "I deleted it by accident" is a support ticket and not an incident > validation on the server, not just in the form > timezones stored right, so the 9am reminder doesn't fire at 4am > the customer with an apostrophe in their last name > emoji, accents and right-to-left text in every field > money stored as integers, because 0.1 + 0.2 doesn't equal 0.3 in floating point > currency, rounding and tax rules for every country you sell into > a data model that survives your second customer asking for "one small change" > idempotency keys, so a retried payment doesn't charge the card twice > deduplication for the user who clicks submit four times > pagination that still works on page 400 > exports, because sooner or later every customer wants their data in a spreadsheet > imports that survive the CSV someone saved in 2009 > retention rules, and code that deletes what your contract says you'll delete > secrets out of the code, out of the repo and out of the AI chat history > rotating every key the AI pasted into a config file last month > confirming every package the AI installed exists and is the one you meant > dependency scanning, because the AI pulled in libraries nobody reviewed > input sanitization everywhere a user can type > protection against SQL injection, XSS, CSRF and the rest of the OWASP list > file uploads that get scanned, size-limited and stored where they can't execute > CORS rules that aren't "allow everything" > security headers on every response > encryption at rest and in transit > least-privilege access for everyone, including the AI agent holding production credentials > logs that record who did what, without recording passwords, tokens or card numbers > a penetration test before your enterprise customer's security team runs their own > answers to the security questionnaire every enterprise buyer sends, with evidence behind each one > a disclosure process for the day a stranger emails you a vulnerability > a plan for the day a laptop with production access gets stolen > SOC 2, which means policies, evidence and an auditor, not a checkbox > HIPAA, the moment a single patient record touches your system > a BAA with every vendor that touches that data, including your AI model provider > audit trails that show who viewed a record, not just who changed it > PCI scope, and card numbers kept out of your database > GDPR deletion requests that reach every table, backup and log > data residency for the customer whose contract says EU only > quarterly access reviews someone signs off on > dev, staging and production environments that match each other > infrastructure written as code, so the setup lives somewhere other than one person's memory > a deploy pipeline that runs the tests before anything reaches customers > one-click rollbacks, because Friday deploys happen > zero-downtime deploys, because your customers don't have maintenance windows > feature flags, so you can ship the code without shipping the feature > autoscaling for the Monday morning spike > a CDN, so the app loads fast in Singapore too > DNS, SSL certificates, and renewals that don't expire on a Sunday > background job queues, so slow work doesn't freeze the page > retries with backoff, so one flaky API call doesn't become a lost order > a dead-letter queue for the jobs that fail every retry > cron jobs that don't run twice the day you add a second server > caching, and clearing that cache when the data changes > SPF, DKIM and DMARC, so your password resets don't land in spam > bounce and complaint handling on every transactional email > storage rules, so you stop paying to keep 2021's temp files > cost alerts, so a runaway agent loop shows up the same day and not on the invoice (we learned this one for $1,382.59) > a disaster recovery plan, written down and tested once a year > a second region, if your contract promises uptime one region can't deliver > structured logs you can search at 3am > error tracking that groups the same bug instead of sending you 4,000 emails > uptime checks from outside your own network > alerts that page a human, tuned until they stop paging for nothing > dashboards for latency, error rate and throughput > tracing for one slow request across every service it touches > an on-call rotation, and a person who picks up > runbooks, so the engineer on call knows what "queue depth critical" means > postmortems that change something > a status page customers check before they email you > unit tests written by someone who knows what the logic should do > integration tests for every third-party API you depend on > end-to-end tests for signup, checkout and the other flows that make you money > load testing before the launch email goes out > test data that looks like production without being production data > regression tests, so fixing bug 41 doesn't bring back bug 12 > testing on the five-year-old laptop your biggest customer's ops team still uses > accessibility compliance, because the enterprise contract requires it > subscriptions, upgrades, downgrades and proration > failed-payment retries and dunning emails > invoices with the customer's PO number on them, because procurement won't pay without it > sales tax and VAT > refunds, credits and partial refunds > usage metering that matches what you bill, to the cent > annual contracts with custom terms your billing logic never planned for > revenue reports your finance team can reconcile > webhooks that verify signatures > webhooks that retry, with a log of every failed delivery > a versioned API, so you can change it without breaking your customers' integrations > API keys customers can create and revoke > API rate limits that protect you without blocking real integrations > a plan for the day a third-party API changes its response format without telling you > OAuth token refresh, because tokens expire at the worst possible moment > a sandbox where customers can test their integration > protection against prompt injection in every field that reaches the model > customer and patient data kept out of prompts that leave your network > a model spend cap per customer, so one heavy user can't run up your bill > evals, so you find out when a model update makes your answers worse > a fallback for the afternoon your model provider goes down > a migration plan for the day your model gets deprecated > prompt and output logs for debugging, minus whatever you're not allowed to keep > a human approval step for anything the AI does that can't be undone > pages that load on hotel wifi > empty states, loading states and error states on every screen > error messages a customer can act on, instead of "something went wrong" > forms that keep what people typed when one field fails validation > emails that render in every mail client your customers use > notifications people can turn off > undo > keyboard navigation and screen reader support > translations, with dates and numbers formatted for each locale > a back button that does what people expect > code a human can read > code review on every change > a branching strategy, so two people can work without overwriting each other > monthly dependency upgrades, so you're never two major versions behind > framework upgrades before the old version stops getting security patches > deleting the dead code the AI left behind from its first three attempts > splitting up the 2,000-line file the AI kept appending to > architecture decisions written down, with the reasons > a README that gets a new engineer running locally in under an hour > documentation for whoever inherits this > an admin panel for your ops team > support tooling, so customer success can answer questions without pinging engineering > a changelog customers can read > terms and a privacy policy that match what the code does > every account, domain and repo in the company's name, not the name of whoever built the prototype > a bus factor higher than one Oh, and besides keeping all of this working every day, forever… your vibe-coded app will still need people who know what they're doing: > reading every line the AI wrote before it ships (a senior engineer) > designing the data model before your second customer breaks it (a backend engineer) > explaining why the AI's fix for one bug created two new ones (a senior engineer, again) > deploys, rollbacks, servers and the cloud bill (a DevOps engineer) > answering the page at 3am when payments stop (whoever's on call) > patching the framework the week a vulnerability goes public (security) > walking an auditor through how patient data moves (security and compliance) > testing what the AI says it tested (QA) > running a migration on a live database without losing a row (a backend engineer) > saying no to the feature that breaks three others (a tech lead) > turning "works on my laptop" into "works for every customer at once" (an architect) > debugging the code when the AI that wrote it can't (a senior engineer) > remembering why it's built this way, a year from now (someone who was there) …wishing them the best 🫡
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ironically, this is an extremely good argument for why AI will replace human labor
I recommend the trope of 20yo AI enthusiasts who think AI is the future of work and will replace human labor, to spend a couple of years in a traditional Fortune 500 company. Feel in person what it’s like to receive an invitation to a meeting about an email about a ticket about a spreadsheet about a SELECT * query. Watch 20 people debate for a month a 10 digit number that is off by one decimal. See how access to any minor piece of data requires a workflow of permissions from five people. Observe how any deployment requires planning at least two quarters in advance. Pay attention to how nobody, even at the highest levels, cares one bit about productivity, let alone innovation, because the only thing they care about is their paycheck. Then tell me AI is going to replace all human labor.
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i would pay $1000 to get a few hours of starlink on this JAL flight. starlink upgrades must be the #1 priority for all airlines who want to increase profit.
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OpenSI, literally any minute now
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deep in your craft, curious about everything, always making things happen? we’re hiring renaissance geeks to build impeccable + automated design reviews: • frontend • backend / ai & evals • community & advocacy • forward deployed renaissance-geek.ai/careers
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I’m so impressed by Mercury. Consistently great, no innovator’s dilemma, they just keep shipping and winning. Really well-crafted UI. Not a sponsored tweet, don’t know anyone there.
Now live: Create, send, and sign NDAs in Mercury. Onboarding a new contractor or vendor? Get their NDA signed and payments set up all in one place.
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really grateful for the existing @impeccable_ai community and ongoing influx of first-time users. Impeccable has been trending on @github in the last weeks 🙏 ...and we're not slowing down, so much more to come! i've been a bit too silent here as we've been grinding non-stop, but will tweet more about the progress again soon.
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overheard some tech bros say 'load-bearing' unironically in a regular convo last week 😬 it's begun, y'all, we're being plugged in to the matrix
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pro tip: ask your agent to visualize your elevation in your design system with a camera (fixed viz from prev rushed tweet, thx @nikitonsky for keeping me honest):
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