... excited to share Vigil AI , an NPM package that brings AI-powered website health intelligence directly into your applications. With a single function call, developers can analyze a website and get: SSL certificate insights Security header analysis Performance metrics Website health score AI-generated summaries & recommendations The vision is simple: instead of building website diagnostics from scratch, developers can integrate them in minutes. This is also an exciting milestone for PulseBoard , as Vigil

... built PulseBoard because I was tired of getting alerts at 3 AM and spending hours digging through logs, CloudWatch, and GitHub commits just to figure out what went wrong. Here's how it works: Monitors your websites and APIs Vigil AI investigates incidents automatically Correlates failures with GitHub commits and deployments Pulls AWS telemetry (EC2, RDS, ALB, Lambda, CloudWatch) and now Lightsail! Scores commits by time, file relevance, deployment status, and infrastructure correlation Filters out noise below a 40/100 threshold ... ... Shows you the evidence, not just a guess Recent improvements: Lightsail support (requested by a real user!) AI commit summaries cached and reused Provider failover (Groq Mistral Cerebras) Circuit breakers and anti-flapping logic "Cause unknown from available data" Vigil

... building PulseBoard an uptime monitor with an AI assistant (Vigil) that explains why your site broke, not just that it broke. Here's a real example from a live site recently: The Incident: A 404 error appeared on the site at 04:10:01 UTC Average response time: 570ms (consistent with baseline of 583ms) Uptime dropped to 93% (from baseline 95.8%) What Vigil

... been focused on one question: Monitoring tells you something broke. But how do you figure out why ? That's where PulseBoard is heading. What's new GitHub Integration Correlate incidents with recent commits and deployment activity. Evidence-based Vigil AI Instead of generating generic AI responses, Vigil

... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus invariant is the useful thing here and I am taking it. One addition: you cannot separate them by observation, but you can by deliberately violating the constant once. A property that survives a test faking an unattended caller ... ... that it is not a bug you fix once. Every layer that can report nothing gives "could not look" a new place to hide inside "nothing", and at each site the collapse is the locally correct choice. So vigilance

... tracks: Certificate issuer Valid from date Expiration date SSL health Automatic expiry warnings (within 14 days) Instead of discovering an expired certificate after your website goes down, you'll know before it becomes a problem. Foundation for a Smarter Vigil AI Behind the scenes, we're expanding the evidence available to Vigil

... reliable, simple, and does exactly what it says. But there's one thing it doesn't do: explain why your site broke. That's where PulseBoard comes in. PulseBoard monitors your websites and APIs but when something fails, Vigil AI investigates: Correlates with GitHub commits and deployments Pulls AWS & Lightsail telemetry Scores commits by relevance (time + files + deploy + infra) Shows you evidence, not guesses It doesn't replace UptimeRobot it adds the layer that's missing. Would love ...

... identical in the output, which is exactly why one bad case poisons everything after it. On the part you asked about, the trust creeping back after a week, I would gently flip which side to be suspicious of. The vigilance is the correct state, the creep back is the bug. What made it sustainable for me was to stop reading the summary and start reading the diff, since a summary is the agent grading its own homework. And for anything ... ... says something is protected, it has to produce a test that fails when the protection is removed. If it cannot, the claim does not exist. That habit stuck, probably because it is mechanical rather than a matter of staying vigilant

... connect your AWS account using the industry-standard cross-account IAM role approach no long-lived AWS access keys required. This is the first step toward: Auto-discovering AWS resources Bringing CloudWatch metrics into PulseBoard Giving Vigil AI real infrastructure context to produce better incident investigations and postmortems More infrastructure-aware AI capabilities are coming soon. Feedback is always welcome! try it out in settings:- https://www.pulseboard.haseeb.work ...

... monitoring platform designed to help developers stay ahead of downtime. It goes beyond basic uptime checks by combining real-time monitoring with AI-powered insights: Live website & API monitoring AI incident analysis that explains what likely went wrong Vigil an AI assistant to ask questions about your system (with voice support) Instant downtime + recovery email alerts Clean dashboard for uptime, latency, and incidents The goal is simple: don t just detect issues understand and respond faster ...

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... just shipped Vigil Beta a plug-and-play firewall that wraps your agent in one line and blocks: Prompt injection (DAN, GCG, context-switching) Unauthorized tool calls PII leaks (SSNs, cards, emails) We re offering a free trial for early-stage teams before we lock it behind a paywall. No setup, no sales calls just ...

... dove deeper, it did something extremely sub-optimal. It was working , but so inefficient that no human engineer would have written it. That invisible inefficiency is the scary part. So yes: big upside, but we still need to stay vigilant about quality, optimization, understanding of what the AI generated, and when it s safe to ship it. Comment from Luis Calvillo(@luiscalvillo): @shahar_shalev You re right about the prototyping. I think it s an excellent way to ship ... ... pushing code for a large production app, code reviews are more important than ever. I do miss the old ways of coding, felt more satisfying. Similar to building and working on your own vintage car vs

... ecosystems thrive on diversity, not centralisation. Wikipedia s strength is its transparency and collective checks, while Grok seems tied too closely to one person s ideology !! Still, competition in knowledge systems can spark innovation, as long as we stay vigilant about who writes the narrative.. Comment from Chris Messina(@chrismessina): It makes sense for Elon to do it because who controls the information controls the spice, and Elon wants all roads to go through his empire, just like Zuck ...

... always positive - of the solution and that it was obviously a mistake (when challenged) Even when being explicit about what you want to change the AI can start making changes to unrelated files and elements. Be vigilant! I found the results page to be completely broken after spending time polishing another page , and was left in the dilemma of how to revert. Often after making direct edits in the codebase, it will throw a runtime error after saving. Causing ...

... time updates on global domain registrations, delivered straight to you every single day. Whether you're a brand manager, market researcher, or SEO specialist, DailyDomain helps you: Uncover Emerging Trends: Spot new registration patterns over the past 7 days. vigilant Monitor Brand Mentions: Quickly identify potential brand infringements. Identify New Opportunities: Find fresh domains for your next big idea. Our platform offers comprehensive, easily filterable data, effortless pagination, and an intuitive interface. We meticulously collect, process, and display new domain ...

... gaining your emotional attachment. Once trust is established, they casually mention "incredible crypto investment opportunities," claiming massive returns they've personally earned. Victims deposit crypto into fraudulent platforms recommended by the scammer, or send crypto directly to scammers wallets. Alternatively, scammers claim a sudden emergency (medical bills, stranded abroad, etc.) asking urgently for crypto transfers. After you send funds, scammers vanish forever. How to Protect Yourself: Be wary of anyone you've never met in person asking you to invest ... ... recruiters using personal messaging apps (like Telegram or WhatsApp) for hiring processes. Use StopScam: Scam Detector Pro to check suspicious job offers and recruiters before engaging further. Legitimate crypto companies NEVER require payments upfront for employment or onboarding stay vigilant

... Streaks widget To all our competitive friends - we get it, we love streaks too. Our mobile team did us all a favor and designed a mobile home screen streak widget. See your current streak and always stay vigilant and on top of your streak game. Get the mobile app if you re still missing out. EOY recap This year s been a blast - thanks for being a part of it! A quick lookback on some highlights: - We launched Product Hubs ...