From storyflo. This is your daily audio brief. Theo here. August 6th, tech desk. Five stories from the last twenty-four hours — here's where I'd start. Let's get into it. First, from KDnuggets. 7 Best Web Crawling Tools and APIs in 2026. I’ve been thinking about how crawling has slipped past plain scraping—instead of pulling a single page, you hand a start URL and the tool wanders the whole site, pulling linked content. The newest batch leans into AI: you can ask for Markdown, JSON schemas, or even screenshots, so the output is ready for RAG pipelines or research agents without a lot of cleanup. Olostep tops my list because its API spins up a full‑site crawl, spits out tidy content, and hooks straight into model‑context protocols and CLI tools, all at a surprisingly low cost. Firecrawl is a close runner‑up; it delivers clean Markdown fast and works nicely for documentation or help‑center sites. If you prefer to keep things in‑house, the open‑source crowd offers solid choices. ScrapeGra

From storyflo. This is your daily audio brief. Theo here. August 6th, tech desk. Five stories from the last twenty-four hours — here's where I'd start. Let's get into it. First, from InfoQ. Vercel Labs Ships Zero: A Graph-First Language Built So Agents Write the Code. Vercel Labs has introduced Zero, an experimental systems programming language aimed at AI rather than human users. It employs unique features like a specific toolchain contract and structured error messages. Reaching version 0.3.4, it compiles to native binaries for major operating systems. The language prioritizes size, speed, and agent usability, though it is still in development. Next. Second, from InfoQ. Pods as Workers, Not Agents: Rethinking the Deployment Unit for AI Agents on Kubernetes. Running AI agents on Kubernetes raises a key question: should each agent get its own Pod? The kagent project argues no—agents are bursty, short-lived, can spawn subagents, and may wait for human approval, making one Pod per agent

From storyflo. This is your daily audio brief. Hey, it's Theo. August 5th. Five things in tech that mattered this morning — let's start with the one that surprised me most. Let's get into it. First, from KDnuggets. Turn Any CSV into an Executive Report with Python and AI. Learn to implement a repeatable pipeline that cleans a CSV, finds the story, and writes it up. # Moving Beyond Analysis By Hand Every analyst has done this by hand. A CSV lands in your inbox, someone asks "so how did we do," and you spend an afternoon cleaning columns, building a few charts, and typing up what they mean. We can automate most of that. In this walkthrough, we build a small pipeline in Python that takes a raw sales CSV, cleans it, runs the numbers, draws the charts, and asks an AI to draft the insights. The AI here is Claude Opus 4.8. Next. Second, from KDnuggets. Getting Started with GitHub Agentic Workflows. GitHub Agentic Workflows are in public preview. Find out all about them here. # Introducing Git

From storyflo. This is your daily audio brief. Hey, it's Theo. August 5th. Five things in tech that mattered this morning — let's start with the one that surprised me most. Let's get into it. First, from XDA Developers. This joke game that costs $200 earned the developer $1.3 million on Steam, then the refunds came in. How much would you pay for a joke Steam game? One developer released a title hoping that people would drop $200 on it. As it turns out, people did come out in droves to give the game a try, racking up $1.3 million in game revenue. Unfortunately for them, they never got to see that money as owners refunded the game and left the dev with a fraction of what was paid. Next. Second, from WIRED. KitchenAid Promo Codes: Save Up to 20%. KitchenAid’s strategy is one that maybe we should all live by—if it ain’t broke, don’t fix it. Remaining nearly unchanged since its introduction in 1914, KitchenAid’s stand mixer has become such a legendary kitchen staple that we called the Kitch

From storyflo. This is your daily audio brief. It's Theo. August 4th, tech roundup — five stories, here's number one. Let's get into it. First, from KDnuggets. 7 Approaches to Reduce Inference Latency in Your LLM Workflows. From quantization to speculative decoding, here are seven engineering strategies to ship faster, more responsive generative AI applications in production. # Dealing With Inference Latency As large language models (LLMs) move from research prototypes into production, engineering teams run into a hard truth: building an intelligent model is only half the battle. Serving that model to users in real time is a different engineering challenge entirely. In generative AI, inference is the phase where a trained model processes your input (the prompt) and generates an output (the response). Next. Second, from KDnuggets. I Replaced Pip, Virtualenv, and Poetry With uv: Here’s Why. uv is making my life easier by giving me one fast tool for package installation, virtual environme

From storyflo. This is your daily audio brief. It's Theo. August 4th, tech roundup — five stories, here's number one. Let's get into it. First, from Latent.Space. [AINews] Qwen 3.8 Max(2.4T) and 27B, new open weights models for Coding and Cowork. After the Qwen Exodus last year and new management took over launching more closed model APIs, there was some real doubt as to whether or not this leading open models lab would continue to release relevant models. That doubt is now gone. Next. Second, from WIRED. Wayfair Coupons: Up to 80% Off August 2026. Wayfair has become a staple of online furniture sales thanks to its wide selection of furniture and home goods, as well as fast and free shipping on orders, and 24-hour flash sales. Save even more this month with Wayfair promo codes and Wayfair coupons for up to 80% off those pricey purchases like furniture. Up next. Third, from Slashdot. OpenAI's Astra Solved Decades-Old Math Problems For $2,000. An anonymous reader quotes a report from For

From storyflo. This is your daily audio brief. It's Theo. August 3rd, tech roundup — five stories, here's number one. Let's get into it. First, from KDnuggets. A Guide to Saving Token Usage with Multi-Agent AI. A Guide to Saving Token Usage with Multi-Agent AI Scaling up and streamlining a multi-agent architecture doesn't necessarily entail escalated costs if you know how to properly implement these four strategies for saving token usage. # Introduction When multiple AI agents are strung together to cooperate and address complex workflows, the sheer volume of tokens — text elements or units, so to speak — may easily escalate. Everything adds up: from memory logs to detailed tool specifications, system instructions, and so on. Next. Second, from AI News. Why biological data matters more in AI drug discovery. GSK has entered into a research collaboration with British biotechnology company Relation Therapeutics worth up to $110 million, expanding the companies’ existing work in AI-assiste

From storyflo. This is your daily audio brief. It's Theo. August 3rd, tech roundup — five stories, here's number one. Let's get into it. First, from Slashdot. Hollywood Fights AI In Public While Quietly Building It Into Movies. While Hollywood performers and studios publicly protest against AI, the industry is quietly building its dependence on it. Job postings in late June showed over 10% of available positions were related to AI, with top studios recruiting people to build AI tools and defend their intellectual property against unauthorized AI use. Companies are hesitant to detail their AI plans, partly due to consumer and union backlash, but big stars like George Lucas and Martin Scorsese have been more open about embracing the technology for storytelling. Some studios are cutting deals with AI companies, and filmmakers are backing AI startups. For example, Ben Affleck launched an AI film tech company, InterPositive, which was later sold to Netflix for half a billion dollars. The co

From storyflo. This is your daily audio brief. Quick one from Theo — five tech stories from overnight, ordered by how much they made me sit up. Let's get into it. First, from The Decoder. Claude Opus 5 pushes prompt-to-game AI from rough color blocks to full 3D prototypes with physics and music. I'm really excited about this, I just read about Anthropic's Claude Opus 5 and it's insane how far they've taken prompt-to-game AI. So, you can give it a single prompt and it generates a complete 3D game, including a first-person shooter, a kart racer, and even a Minecraft clone - all without any external assets. It's not just rough color blocks either, it's full-on 3D prototypes with physics and in some cases even music. The code is generated and runs directly in the browser, which is just wild. Next. Second, from The Decoder. AI finds plenty of security flaws, but almost none of them get exploited. VulnCheck counted how often security flaws found by AI actually get exploited. Out of 1,061 AI-

From storyflo. This is your daily audio brief. Quick one from Theo — five tech stories from overnight, ordered by how much they made me sit up. Let's get into it. First, from WIRED. Europeans Are About to Find Out How Entrenched AI Is in Their Daily Lives. Hey, I just read this thing that's got me thinking. The European Union's new AI Act is set to go into effect next year, and it's going to be a big deal for how we think about AI. Right now, the law requires companies to be transparent about when they're using AI to make decisions that affect people's lives. The thing is, most of these AI systems are hidden behind the scenes, so it's hard to know when they're even being used. The EU's new law is going to change that – it's going to require companies to reveal when AI is making decisions, and to give people a way to opt out if they don't want to be affected. This is interesting because it's not just about transparency – it's also about accountability. Right now, when AI makes a mistake