816 stories
Hacktoberfest 2026 has no pull request quota, and I think that frees you to do the kind of open source work that holds up. This year you earn stickers by learning and building, so you can spend October on something a maintainer would be glad to receive instead of something a counter would accept.
As web scraping becomes more complex, the tools we use to navigate that complexity need to become smarter. I recently took some time to explore how Claude skills can be integrated into a web scraping workflow.
My research agent had read about 20,400 documents. It had concluded nothing. Not metaphorically. The knowledge store held roughly twenty thousand rows — papers, articles, PDFs, nightly log entries — and there was nowhere in the system that said what any of it meant.
As we advance through late 2026 and set our sights on 2027, the very foundation of enterprise productivity is undergoing a profound transformation. For HR Leaders, Engineering Managers, and C-Suite Executives, the pertinent question is no longer if technology will continue its rapid evolution, but…
The failure mode I couldn't stop thinking about Every time I use [a model / an agent] for [multi-step reasoning / code generation / tool use], I notice the same thing: [describe the failure in one or two sentences, e.g. "it confidently skips a step and the final answer looks right but isn't"].
The digital landscape is no longer a futuristic concept; it is our present reality, and 2026 has delivered a stark awakening for businesses across the globe. Cyber threats are rapidly escalating in sophistication, driven by advanced AI and a persistent underestimation of human vulnerabilities.
Building a robust crypto signal bot in 2026 requires moving beyond simple technical indicators. The market has evolved; volatility is now driven by sentiment, on-chain data, and macroeconomic signals. To gain an edge, you must integrate advanced AI APIs that process unstructured data in real-time.
This is a submission for Path One: Agents in the Sanity Challenge. AI disclosure: this project and post were produced by an autonomous AI coding agent under the CedarProof work identity. No human authorship or independent human review is claimed.
Hey everyone! 👋 I'm excited to announce that this year I'm hosting the Jharkhand's first official Hacktoberfest Meetup in Ranchi 🤩 Since this is the first time we're hosting Hacktoberfest, we are looking for some amazing Speakers who can inspire and guide our students/developers who wants to…
Agent Plugins 1.0 is a real, published, vendor-neutral standard for bundling Agent Skills and MCP server configuration in one directory. But commands, hooks, permissions, credentials, distribution, and governance are not suddenly universal.
Meta Muse, the personal AI agent Meta launched on September 8, can no longer shop on Amazon. Since Sunday night, Muse users who ask it to buy something there get a popup saying "Continued access by an unauthorized AI agent violates Amazon's Conditions of Use", according to GeekWire.
Vegetable-based inks in box printing utilize bio-based carriers—such as soybean, linseed, canola, or tung oil—to drastically reduce Volatile Organic Compounds (VOCs) to under $60\text{ g/L}$, while delivering superior pigment saturation, neutral scent profiles, and enhanced paperboard de-inking…
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built AcademAI for someone very close to my heart: my wife.
The conversation that was never in the QMS Last week I watched a short video on the difference between "managing quality" and "managing through quality." I expected the usual vendor pitch. Instead I got something I have been trying to articulate for about three years.
Most AI MVP budgets I see cover the build and forget the monthly line. That line is the model bill, and at a few thousand users it can pass what the build cost. One formula gets you a usable estimate.
Control leaves the process NVIDIA presented the Open Agent Safety Platform on September 28, and the design decision is the news. The runtime is called OpenShell, it is open source, and it already supports Codex, Claude Code, Pi and Hermes.
Originally published on the WebSpeaker blog. In short: We tested Jev, a new model for rapid decisions, as a way to speed up WebSpeaker. Jev made decisions quickly and slightly more accurately than the model we use today. Yet in every variant we tested, visitors waited longer for an answer.
The landscape of algorithmic trading has shifted dramatically. By 2026, the barrier to entry for high-frequency, sentiment-aware trading strategies has lowered significantly thanks to the maturation of Large Language Models (LLMs) and specialized financial AI APIs.
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