I Built an Observability Tool Because I Was Tired of Debugging LLM Apps By Hand

I built Obyflow, an open-source observability tool, because I kept running into the same problem: debugging an LLM application rarely looks like debugging a normal web app. A stack trace tells you where the code broke. It doesn’t tell you that the model call succeeded but the retriever returned nothing. It doesn’t tell you that … Read more

Why AI Localization Still Needs Human Strategy

How human-led strategic alignment prevents costly localization blunders when scaling international campaigns with generative AI. As Managing Director of an international marketing agency and author of “AI: The Marketing Evolution (Adapt or Vanish)”, I see marketing teams make the same costly mistake every single week: confusing algorithmic speed with cultural comprehension. Generative AI tools allow … Read more

Axoflow Launches AxoDetect, Bringing Detection Into The Pipeline and Making The SIEM Optional

Stamford, CT, September 16th, 2026/CyberNewswire/–Detection engineers do not need more detections. They need their existing detections to fire earlier, on cleaner data, without paying SIEM ingest rates for the privilege. Announced during Splunk .conf26, AxoDetect, Axoflow’s detection component, now in early access, runs a customer’s rules directly in the pipeline, on clean, normalized security data, … Read more

BASIS.pro Expands On-Chain Infrastructure with XDC Network Partnership and Zypher DAO

London, United Kingdom, September 16th, 2026/Chainwire/–BASIS, the institutional-grade crypto yield and staking platform built on market-neutral execution infrastructure, is continuing to expand its institutional footprint with three new developments: an ecosystem partnership with XDC Network, a collaboration with Zypher DAO, and em-dash (Auto Earn an automated) reward restaking feature now live for BTC, ETH, SOL, … Read more

The App That Turns Finding a Bin Into a Game

1. What is your company in 2–5 words? Gamified bin-mapping for travellers. 2. Why is now the time for your company to exist? Sustainability has never been more front-of-mind for young travellers — but most “green” tech is preachy and dull, so it doesn’t actually change behaviour. Meanwhile, gamification and community apps have proven they … Read more

Your Free Tier Is a Line Item

Most solo founders model revenue carefully and cost casually. They know what they charge, they know roughly how many users they need, and they assume the running costs are small enough to ignore. The problem is that a one-person SaaS has two cost structures sitting on top of each other, one fixed and one per-user, … Read more

Debugging Intermittent Kong 503s When the Logs Showed Nothing but the Status Code

An investigation into intermittent gateway failures, NGINX worker restarts, and the metrics that exposed the pattern An API gateway failure does not always begin with an unavailable upstream service. Sometimes the gateway itself loses the ability to select a target, and the resulting error makes the upstream look guilty. We use Kong Gateway as part … Read more

The New Economics of Trust in Online Trading, Explained by Opo

Trust has always been central to financial markets. But as trading increasingly moves online, the meaning of trust is changing. For digital trading platforms, credibility is no longer built through physical branches or long-standing brand recognition alone. It is increasingly shaped by regulation, technology, transparency, and the quality of the user experience. Opo, a global … Read more

What Happens After You Click Subscribe to an Algorithm?

SquaredQ turns a subscription into a live cloud deployment, connecting selected strategies, a private server, and the investor’s existing brokerage account inside one operating environment. Most subscribe buttons are the end of a sales process. This one starts a machine. Clicking subscribe to an algorithm sounds almost too easy. A payment is accepted. Access is … Read more

15 Minutes Saved Per Alert: How a Lean German Manufacturer Protects 10,000 Endpoints with ANY.RUN

Security teams in the manufacturing sector face persistent operational demands. Recent ANY.RUN data shows their workloads are roughly 22% higher than those in other major industries. To get an insider’s view on how teams navigate these industry demands, we sat down with Philipp Z., Security Lead at a leading German manufacturer. He shared how replacing complex manual analysis with … Read more

I Built a RevenueCat Paywall That Doesn’t Hold the First Lesson Hostage

The technical part of adding a subscription is only half the work. The uncomfortable part is deciding what the user is actually paying for. Slovo teaches Russian through one daily word, spaced review, widgets, pronunciation, and short reading. Its entire philosophy is low pressure. An aggressive paywall after a six-step onboarding would contradict that philosophy … Read more

The Right Way to Write an Agent Skill

https://x.com/karpathy/status/1617979122625712128?embedable=true At some point in the last year, I noticed I had stopped writing bash scripts. It wasn’t an explicit decision I made; it just happened organically as the small automations I used to script became skills instead. The deterministic parts still end up as commands, but now they sit inside a procedure that an … Read more

Hollywood, Microdramas, and the Business of Capturing Attention

Hey Hackers! Welcome back to another edition of HackerNoon’s 3 Tech Polls Newsletter, a weekly retrospective on timely debates shaping the global tech ecosystem. Results from our Poll of the Week anchor the newsletter, supported by related conversations from around the web to offer additional context and perspective. This week, we’re looking at Hollywood, microdramas, … Read more

Building a Finite-Reward DeFi Staking Protocol With Solidity and Foundry

DeFi staking protocols appear simple from the outside: deposit tokens, wait, and receive rewards. The difficult part is making the accounting behave correctly when multiple users are staking, withdrawing, claiming rewards, changing reward rates, and interacting with a reward pool that contains a finite number of tokens. I built StakeVault to explore these problems in … Read more

How to audit what your AI agents are accessing

Have you ever asked an LLM in chat what seemed like a simple question, then watched as it reinvented fire, the wheel, and quantum physics to tell you how far Scotiabank Arena is from the Toronto airport? AI agents, like Claude Code, Codex, OpenCode, and OpenClaw, can do that, too. But their users explicitly encourage … Read more