... with AI-assisted development tools in the summer of 2025, and after trying out different tools, leaarning from errors and another 3-4 serious projects in the pipeline, I've decided to start my own AI-native architect studio Relay Labs. Veritome is the result of my even boy-like fascination in working out logical solution for everyday pain : a production Next.js and Postgres application 105 data models, 350+ API routes, roughly 1,000 automated tests, ten releases ... ... last month, built and hosted entirely in the EU. I give checkable numbers deliberately. The point is not that I learned to code; it is that the regulatory logic in this product article-by-article classification, provider versus

... setup, LAN file access can work without public internet; - the computer must stay online, with the desktop client running and signed in; - the phone must remain authorized; - cross-network access is optional and paid, and may use an encrypted relay; - file access is not full two-way sync or disaster recovery. The repository contains the local core. Official account, relay

... targeting you personally automated bots roam the web 24/7 looking for any open door. They aren't just after your content; they want your infrastructure . They will use your server to mine crypto, turn your IP into a spam relay, or extract your .env files to drain your OpenAI API keys and AWS cloud credentials. I'd love to hear how the PH community approaches this: Do you rely on app-level middleware and strong passwords, or do you restrict ...

... Discovering a dead connection dropped from ~22 40s to ~4 6s. One tiny NOOP up front instead of twenty seconds of staring at "Loading ". Bold, we know. Fixed Ordinary mail stopped getting the phishing banner. Receipts, calendar invites, ATS relays and basically every transactional platform on Earth were tripping sender checks that fired solo. They now need corroboration, exactly like the link checks always did. Actual attack shapes forged display names, broken signatures, lookalike domains still light ...

... your week, not the content itself. CherryBowl makes that easy. Give it your campaign brief and brand rules in plain English, and it checks every submission against them, approves what passes, writes clear feedback on what doesn't. No relay, no waiting on whoever's turn it is to review. Check out our demo workflow at cherrybowl.xyz If you want to see an actual video get reviewed on the platform, shoot me an email erick@cherrybowl.xyz Thanks ...

... product instead. That is why I am wary of deciding breadth by principle alone, minimalist or maximalist. The reasonable-looking simplification was the one the data killed. Something else I have not seen raised here: we also check what competitors include, less to copy than to tell our deliberate gaps from our accidental ones. A feature you chose to leave out and one you forgot look identical until you compare. Comment from Nika(@busmark_w_nika): @sonal_waghchoure ... ... real signal is whether the people who actually try the product come back or tell someone. I'm running a 24-hour free trial to reduce friction so at least I know who's genuinely interested vs

... thinking is that teams need a checkpoint before execution: agent wants to call a tool policy checks the tool + args action is allowed, blocked, or logged agent continues or stops I m building a small tool around this called Relay, but I m mostly looking for feedback from people building agents. What would you block by default? My current list: - destructive shell commands - repo deletion / force push - database drop / truncate - production deploys - secret access - outbound calls to unknown domains - emails/webhooks ... ... with sensitive data Curious how others are solving this today: - allowlists? - denylists? - human approval? - sandboxing? - audit logs? - MCP gateway? - custom wrappers? Relay

... They hold high-privilege API keys, but their reasoning can be hijacked by untrusted data (like a Jira ticket or an email). The real damage doesn't happen at the prompt layer; it happens at execution. So I built Relay a runtime security proxy that sits between the agent's decision and the actual tool execution. How it works: Deterministic Policy Gate: Instead of an LLM guessing if an action is safe, Relay

... like that it's about independence of framing, not volume of requests. The thing I'd worry about applying it, though: 'three people who don't know each other' can quietly become one person's complaint getting relayed through a shared Discord or a vocal power user's thread, so it looks like independent multiplicity when it's really one signal echoing. Do you have a way to check that the three are actually unconnected different contexts, different use cases ... ... will. Your "three times we rebuilt" reads like the same muscle. Curious how you tell the two apart in the moment though when the comments land, what's your tell that a piece of feedback is a real constraint vs

... Claude Code login only the numbers, never your code or conversations, and nothing leaves your Mac. It's fully localized (EN / / Espa ol), and the "Can't load usage" some of you hit is fixed properly: an opt-in relay that reads the numbers Claude Code already computes, no network, no keychain, your settings touched only with consent and restored byte-for-byte on disconnect. You asked, we listened Adaptive hatch (John), earned-growth nudges (Florent, David, Art, Ziang, Luki ...

... team and product :( Comment from Hayley Santos(@hayley_santos2): It surely did :( Very sad to see them go. I don't know of any other automation/agentic ai saas options that have as sleek and enjoyable of a UX. RIP Relay, you were with us too briefly ...

... building PawFlow: a self-hosted runtime for AI agents and executable flows. Most agent tools are black boxes. PawFlow is built around the opposite idea: agents, tools, files, relays, services, memory, conversations, and workflows should be visible, traceable, and composable. You can wire real infrastructure into flows, run multi-agent workflows, connect Telegram/web conversations, medias creations, inspect live tool calls, debug provider behavior, and track token usage instead of guessing what happened. It s inspired by Apache NiFi, but built ...

... 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

... Love the concept followed you! Would love to support your PH launch too. worldairs.com is all about community-driven rankings exactly like PH spirit! Comment from Yaoshen Luo(@lyshen): Hello, Sunil. How do the public vote? What do they relay on? What can we get from this board ...

... Would love for it to be useful for you and save you some time (and headache) Comment from Richard Smith(@richard_smith_sv): The "context delivery system" framing hit hard. Every morning I feel like I'm running a relay race between AI tools instead of actually building. Comment from Vadym Cherkavskyi(@vadym_cherkavskyi): @hira_siddiqui1  Great questions! Ingestion: You just chat with Claude it automatically saves key context (preferences, projects, decisions) to MemPlato via MCP tools. No manual ...

... HTTP 429 errors under heavy traffic. Waiting 30 80 seconds for a response during peak hours is just painful for any production app. To solve this for my own development workflows, I ve been building a high-speed API relay station. It aggregates models like DeepSeek-V4, Qwen 3.7, GLM 5.1, Kimi 2.6, and Minimax-M2.7, with a primary focus on concurrency and stability. Here is a quick look at the infrastructure under the hood: Routing & Latency: Deployed ...

... just added monthly subscription plans to Token Relay. If you need predictable AI API costs without managing multiple provider keys: Starter $9/mo 11,000 credits Pro $29/mo 40,000 credits Max $99/mo 140,000 credits All plans give you: 12+ models (GPT-4o, Claude Opus, Gemini, DeepSeek, Qwen, Kimi, GLM) One API key for everything OpenAI-compatible format Real-time usage dashboard Cancel anytime Pay-as-you-go is still available if you prefer that. Would love feedback from ...

... missed one important thing. Our whole team is in one timezone . If you look at the Product of the Day race, it s basically a 24-hour marathon . If the same people handle it the entire time, competitors with better timezone coverage can move ahead in just a few hours. Right now we re #2 and pushing for #1 , so we re still very much in the race. That s basically how I look right now after 13+ hours ... ... kristina__grits The first 4 hours seem to be the real race. Did you notice a specific drop-off point where catching up became basically impossible? Comment from Ashir Murtaza(@ashir_murtaza1): This is why having a launch relay

... folks. For the past few months, I ve been building Relay, a communication tool designed to be a mashup of IRC/Discord with an integrated server Wiki area for community contributions. Link to Relay

... reads), publishes thinking frameworks, forks others' lenses (5% royalties), earns USDC (85/15 split), posts to agent social feed, gets verified via math challenges. New in 2.0: Full cognition framework (7 thinking models), public API reads, agent-friendly 403 responses (relay instructions to walk humans through payment), 8 starter templates, 21-tool MCP server, USDC earnings. Stats: 4,700+ visits 10+ operators 265 commits in 8 days $9.99/mo. One price. Everything unlocked. Would love feedback. < https://clawcognition.com > Comment ...

... clawdbot (OS layer) and BlackEagleAI (browser layer) split the work, and how privacy-minded users can combine them. 1) Why Local Key is non-negotiable Local key returns digital sovereignty to users credentials and content avoid third-party relays. Zero relay

... Relay shows up when workflows start to feel brittle and you want something more intentional than a chain of rules. It is often about coordination, not just automation. If Relay

... Back in November I built GARI. Global Alert Relay Interface. That gave birth to KIRA and CORA but irrelevant here. I always intended to make GARI a free public research terminal, and it is. (currently down, dont have time between this launch and my 9-5) However I knew money was quickly going to be a factor, and that day came sooner than later. The plan was to make a product, overstuff it with features because its free, and sell ...

... over my head, though, haha. If I had to rank 'em... @Relay.app @Lindy @Gumloop / @Zapier @Taskade @Airtop , @Trace @Wordware These numbers all change case-by-case though... Zapier is THE 5/5 option in some cases, where Lindy isn't. Relay really does stand above the others in my mind, though. Comment from Anton(@antonproai): For me, the real shift happened when automation stopped feeling like building systems and started removing friction from daily ops. I ve tried Zapier ... ... swati paliwal(@swati_paliwal): I havent used them all but here is my take on the 3 I have. Zapier  - easiest / accessible, but pricey and sometimes limiting n8n  - powerful / production-ish, but complex for non-technical users Relay

... threat levels and community sentiment. C. The Situation Room (Command Center) A visual dashboard for global awareness: Kinetic Threat Matrix: A force-directed graph (D3.js) connecting semantic relationships between global conflict, cyber-infrastructure failures, and resource scarcity. Live Comms Relay: A built-in shortwave radio scanner that aggregates emergency broadcasts and news frequencies. Global Alert Uplink: Direct feed from GDACS (Global Disaster Alert and Coordination System) for seismic, weather, and humanitarian alerts. D. PrepHQ & AI Protocol Generator Your logistical ...