... participate in end-to-end execution. Today, we re announcing this category's Orbit Award winners. A (Short) History of This New Wave Workflow automation has been around for over a decade. @ifttt (2010) and @Zapier (2011) established the pattern: trigger-action platforms connecting SaaS tools for non-technical users. Zapier hit profitability by 2014, scaled to 7,000+ integrations, and became default infrastructure. @Make and Microsoft Power Automate filled adjacent niches. The playbook was set: move data between apps ...

... slapping a model name onto generic advice doesn't pass. Take the problem "Why does my SaaS product keep losing customers after month 3?" AIFlow might simultaneously apply: Feedback Loops (Systems Thinking) : Where in the product cycle does disengagement trigger more disengagement? Loss Aversion (Behavioral Psychology) : What psychological threshold are users crossing when they decide the switching cost is worth it? Ecosystem Adaptation (Biology) : Has the product stopped evolving alongside the user's growing sophistication? Opportunity Cost (Economics) : What ... ... most important trade-offs live.) For example: Feedback Loop analysis might tell you to add more in-app notifications to re-engage disengaged users. But Loss Aversion analysis might reveal that over-notification is already a top churn trigger

... cost repeatedly. It s not one catastrophic request. It s lots of medium ones with repeated overhead. Duplicates from retries/triggers A couple times I saw behavior consistent with the same expensive work executed twice : transient slowdowns causing retries duplicated triggers from chat integrations One duplicated summarization run isn t a rounding error when the prompt is already bloated. So why did it hit $250 so fast? Because Claude was my default hammer for every nail, and I unintentionally designed ... ... tool output (only keep what the next step truly needs) Removed screenshots unless strictly required Forced fresh session boundaries for scheduled jobs so context can t grow forever Output length ceilings so digests can t become essays De-duped triggers

... combination of allowing the user to skip planner calls by directly choosing agent mode, setting up aggresive explicit token caching layer, getting the agent to extract patterns instead of raw data, and better supporting Gemini Flash Lite. Browser Watchdog (triggers from tab notifications) When a site pings you with a notification, Watchdog barks and instantly runs a workflow no webhooks, no API needed . Trigger

... tongue twister I've been a long-time lurker / Casper the Friendly Ghost like many others for a while and it's so nice meeting fellow builders. I want to know what was the catalyst or the trigger where you thought "I'm going to build something and put it out there." For me - it happened after 9 years as a data engineer. I spent months building a massive end to end system for a launch, only ... ... product take a different direction. I realised that I didn't want to just build systems but I wanted to build products that actually solved problems for people. I'd love to hear your "trigger

... Everyone says telemetry doesn t matter . Until it starts returning 500 Internal Server Error. I pointed Rentgen at one of ChatGPT s internal telemetry endpoints the one triggered when you click Copy under a message. Nothing exotic. I literally copied the cURL from the browser and pasted it into Rentgen. Then I let Rentgen do what it does best: mutate inputs. Result? Sending perfectly valid JSON strings just not valid UUIDs consistently triggered

... security subsystems operating across client and server layers: behavioral anomaly detection request sequence analysis adaptive rate limiting anti-SQL injection and data exfiltration protection real-time honeypots and deception layers These systems don t wait for alerts to be triggered. They correlate signals, evaluate entropy, and escalate only when risk is real. To avoid alert fatigue, non-critical events are reported on a schedule, while critical threats trigger

... security subsystems operating across client and server layers: behavioral anomaly detection request sequence analysis adaptive rate limiting anti-SQL injection and data exfiltration protection real-time honeypots and deception layers These systems don t wait for alerts to be triggered. They correlate signals, evaluate entropy, and escalate only when risk is real. To avoid alert fatigue, non-critical events are reported on a schedule, while critical threats trigger

... works WITH these emotions instead of fighting them, and that s how FeelFund came to life. Here's how it works: When you feel an emotion - stressed, happy, anxious - you log it (takes 10 seconds). That moment of awareness triggers an automatic micro-save to your emergency fund. Your emotions become the trigger

... HMRC Scrutiny Is Increasing HM Revenue & Customs (HMRC) has ramped up reviews of R&D claims in recent years particularly following concerns about inappropriate or speculative claims. Errors in eligibility criteria, weak narratives, or vague descriptions often trigger enquiries or claim rejections. Documentation Is Key for Compliance Since August 2023, it's mandatory to include Additional Information Forms (AIFs) with R&D claims requiring project details, cost breakdowns, and diagrams where necessary. Preparation Protects Your Business ... ... Involved the resolution of uncertainty that a competent professional could not easily solve; Used systematic or investigative approaches to resolve that uncertainty. This can include work such as: Developing new software or improving existing systems; Creating prototypes or testing alternative

... secure PIN 3 Tap Protect and place your phone 4 If someone touches or unplugs it LOUD ALARM 5 Only the correct PIN can stop it No setup headaches. One tap. Done. Key Anti-Theft Features Motion Detection Alarm Triggers instantly if the phone is moved, picked up, or tilted. Pocket Snatching Protection Detects when your phone is pulled from your pocket or bag perfect for crowded places. Charger Removal Alert Alarm rings immediately if someone unplugs your phone while ... ... charging. Secure PIN Protection Stops thieves from disabling the alarm. Ultra-Loud Alarm Sounds Works even in Silent, Vibrate & Do Not Disturb modes. Custom Alarm Tones Police siren, dog bark, emergency horn & more. Grace Period & Trigger

... views on their first optimized video because they weren't competing, they were filling a verified gap. Phase 2: Viewer Psychology Mapping Critical Success Factors: Use Channel Insights to decode your specific audience's emotional triggers and content preferences Map viewer journey patterns showing what keeps people watching versus

... folks, Here's what we're working on actively & planning to release with next update: Automatic capture of memories/data entered by users. Support for select/radio/checkbox fields Alternate fill modes that trigger

... major update to Buglet - a release focused on clarity, speed, and giving you a much smoother experience end-to-end. What's new The widget UI has been completely refreshed to make it look crisper on host websites. The trigger now has the label "give feedback", which gives users context about what Buglet is. The widget behavior has been changed. The Buglet trigger

... daily and remembering to do it all by the next session. The main point wasn't even about describing the situation or mood of the day, but rather the emotions themselves because they are that first, automatic signal that triggers a reaction, a feeling, and, ultimately, a mood. At first, I tried keeping a paper diary, but quickly gave up: it's not always handy, I forget, I write sloppily... My psychologist insisted that consistency was key, and only ... ... true crime movie (which I love): you need evidence, a location, and then a suspect. 3. Reflection gave me answers to "why this is so important to me." While creating Sphera, I realized that simply recording emotions, feelings, and triggers

... Tools Actually Are AI voice input tools let you press a key, speak naturally, and instantly paste clean, structured text into any app. Most of them use a push-to-talk model (usually the Fn key) so you can trigger voice input anywhere without switching windows, opening a modal, or copying and pasting. They ve quietly become a new input layer for the computer: faster than typing, more natural than shortcuts, and flexible enough to drive workflows across writing, coding ... ... still have room to grow Real-time correction, faster inference, and smarter reformatting are already being shipped monthly. Moving from paste text to command your computer Voice input today mostly outputs text. The next step is action : navigate apps trigger

... Problem. The EU AI Act is creating real demand, fast. But most 'leads' are noisy: vague press, copied lists, or orgs with no concrete trigger. Cold outreach falls flat without evidence. What it is. AI Act Tracker is a data-as-a-service that surfaces EU companies with clear obligation triggers

... React improvements @Amp is an agentic coding tool built by @Sourcegraph , available for free, funded by ads @Plexe lets you build the next ML model with a prompt @Reflex wants you to build production-ready web apps using Python @Trigger.dev is the open source platform for building AI workflows in TypeScript Do you think early users care about design or just function? This thread reminds me of a quote by Don Norman, author of Design of Everyday Things (2013): Engineers ... ... Resend, to name a few , made quality software a first principle. Join the discussion The job board Recent dev-first products launched on the site that are actively hiring. No affiliation, most of them are hiring across the board. @Trigger.dev

... explore random dungeons. - Real-time combat with melee attacks. - Experience and equipment upgrades. - Procedural map generation each run. Gemini generated the entire interface prototype menus, health bars, buttons and even annotated the interactions like: > Open chest drop loot trigger reward event refresh UI. > > Summary: Gemini worked as a UI/UX designer, giving me a ready-to-use prototype structure without any manual layout work. > Stage 4: Gameplay implementation building logic with Cursor + Claude 4.5 This ... ... gameplay logic. Using natural language prompts, I could describe features directly: > Make Duckov move forward when W is pressed with a smooth animation. Spawn enemies when entering a new room. Drop XP orbs when enemies are defeated, and trigger

... Automatic switching between "Silent" , "Balanced" , and "Performance" profiles System Tray Integration: Runs invisibly in the taskbar one click gives you full control! Multi-Threading Architecture: Responsive GUI + separate worker thread for optimal system performance Easy Configuration: Define which applications trigger which power profiles Autostart Options: Starts minimized or visible exactly as you prefer Debug Mode: Advanced analysis tools for power users and developers Minimal Resource Usage: Runs efficiently in the background without system impact Who is RyzenZPilot Perfect For? RyzenZPilot ... ... needed How Does It Work? Fully automatic & invisible! RyzenZPilot runs silently in the background and: Monitors active processes in real-time Recognizes application types automatically (Gaming, Office, Multimedia) Switches power profiles without delay or interruption Continuously optimizes performance vs

... Amex coverage duration was shortened. At first, I built Norte like a coverage tracker. But after talking to travelers and testing the product, I realized: People don t want another daily habit app. The real value is in trigger moments right before a trip, rental, purchase, or claim. That s where we ve focused: Wallet Intelligence shows overlaps, gaps, and regional conflicts in real-time. Smart Document Storage receipts, warranties, and policies all in one place, searchable ... ... they can now claim for...). How do you currently keep track of your coverage and receipts when traveling or making big purchases? Have you gone through a similar pivot from trying to build habits to focus on delivery for trigger

... proactive messaging, ability to adapt to your needs, and long-term context make it feel a bit more than another GPT. Just like a human would, it even suggests relevant actions and adapts as your needs evolve. Comparisons & Alternatives Poke.com stands out from traditional assistants like Siri, Google Assistant, or even ChatGPT-based bots in a few key ways: Proactivity: Most assistants wait for you to ask; Poke acts on its own, based on your routines and context. Custom ... ... Integrations: While others are limited to their ecosystems, Poke s open approach (MCPs, API, Rube.app ) means you can connect almost anything. Community & Templates: The automation gallery and hackathon challenges encourage sharing and remixing workflows. Alternatives

... delivering roughly 80 percent of flagship performance at lower cost and latency. Priced at $0.25 per 1 M input tokens and $2 per 1 M output tokens . GPT-5 nano The penny-pincher s dream for massive-scale classification or trigger-phrase detection. Micro-tasks run at $0.05 per 1 M input tokens and $0.40 per 1 M output tokens, with micro-millisecond latency. Six ChatGPT upgrades you ll actually notice Alongside the big model upgrades, the interface got some ... ... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs

... about something we keep hearing from founders: "We know we need to launch pricing, but..." and then there's always a but. So we want to get real with you all - what's actually stopping you from pulling the trigger on your pricing model? Is it the fear factor? Are you worried about picking the "wrong" price and scaring customers away? Stressed about not having enough customer research or willingness-to-pay data? Paralyzed by all the big decisions (freemium ... ... vs

... just user inertia. So here s what I d love to hear: when this happens, what do you do? Do you rethink how it s framed in the product? Go back to users and dig into the why ? Trigger an email campaign showing real-world examples? Create a walkthrough video? Leave it be and wait for the right moment? I m curious not just about tactics but the thinking behind them. How do you decide whether the problem is messaging ... ... feature doesn t show up at the right moment inside their existing workflow, it doesn t exist to them. We ve had more success on my team at Equally AI tying new web accessibility features to real triggers