Auto-aggregated global tech articles · 3,394 posts
The first time an n8n AI workflow fails, it often does not fail cleanly. It returns a 200 status with garbage inside. It writes half a record. It retries a non-retryable error. It calls a tool twice. It asks the model again, spends more tokens, and produces the same malformed JSON. The workflow “co
AI coding agents have moved past autocomplete: they can read an entire codebase, plan a multi-file change, write it, verify it, and ship it, mostly without step-by-step approval. I wrote up how that actually looks day to day, since this exact site (devlearningtools.com) is built entirely through a
The dangerous AI workflow is not the one that says, “I don’t know.” It is the one that gives a confident answer, includes a citation, and still leaves you unable to answer the most important follow-up question: Where did this knowledge actually come from? Was it the current policy document? A s
Most identity systems are designed around sessions or credentials. Autonomous agents need something closer to a lifecycle model. That sounds subtle, but it changes how you think about nearly everything. Instead of asking only how an agent authenticates right now, you have to ask how it is born, ho
Learn why a Polymarket TWAP state machine should model resolution, oracle observations, market time, and execution as separate states. Building a Polymarket TWAP State Machine A short-duration trading bot can receive every price update correctly and still make a structurally wrong decis
We needed to publish a 2,921-word article into new Google Sites from a script as part of shipping a model comparison. There isn't an API for the current version of the editor, so we had to test every programmatic input path to find what actually persists. Most injection methods failed immediately,
An n8n workflow can receive a webhook, call an LLM, query a database, enrich a CRM record, store a result, and post a summary to Slack. At that point, someone usually asks the dangerous question: “If n8n can do all of that, do we even need a backend?” The honest answer is: sometimes yes, usuall
Apple announced the next version of the rugged and durable Apple Watch Ultra at today's "Surprise and shine" event. The Apple Watch Ultra 4 features a design that's nearly identical to last year's Apple Watch Ultra 3 but is powered by Apple's new S11 processor, which replaces the aging S10 chip firs
Apple is launching its next iOS 27 update on Monday September 14th. The headline feature is Siri AI, the delayed AI-powered overhaul of the Siri assistant. Siri AI is rolling out with iOS 27 as a beta, available initially for English-only devices. Apple says support for French, Japanese, Korean, Por
Article URL: https://www.apple.com/newsroom/2026/09/apple-introduces-airpods-5-with-best-in-class-open-ear-active-noise-cancellation/ Comments URL: https://news.ycombinator.com/item?id=49630253 Points: 131 # Comments: 113
Open an n8n workflow with 40 nodes and two thoughts usually appear at the same time. First: This is getting out of hand. Second: Could an AI agent replace half of it? Sometimes the answer is yes. Often, the answer is: Only a small part, and only if you keep the dangerous bits deterministic. A la
Apple announced the Apple Watch Series 12 at its September 9th product launch event, coming one year after the Series 11, Ultra 3, and SE 3. The highlight feature is Siri AI-powered Audio Intelligence with sound recognition. It includes a "live rewind" feature that allows users to replay recently de
When building an API with FastAPI, it’s deceptively easy to dump every endpoint into main.py. A few @app.get() decorators here, a couple of @app.post() decorators there, and everything works. Then your project grows. Suddenly, main.py is an 800-line monolith, team members are constantly hitting Git
Perhaps you've heard the term Loop Engineering: instead of solving a problem by hand, you build a system, set a measurable goal, and let an agent keep iterating until it gets there. It sounds great until something goes wrong. So I sat down with Annie Wang to talk through the four most common ways
More GitHub Enterprise Cloud customers can now start a self-serve GitHub Advanced Security trial to evaluate GitHub Code Security and GitHub Secret Protection. Eligibility has expanded from enterprises with up… The post GitHub Advanced Security expands trial availability appeared first on The GitHub
Today, Apple announced the AirPods 5, updates to the AirPods 4 series that was first released in 2024. Apple says the new buds feature "best-in-class open‑ear active noise cancellation." The AirPods 5 are redesigned with a new acoustic architecture, upgrades to adaptive active noise cancellation (AN
Coder CEO Rob Whiteley joins Mike Vizard to explain why GitHub workflows, CI/CD pipelines and developer platforms are showing strain under agentic development — and what a policy-aware redesign of the DevOps stack should look like.
This isn’t meant to be a complaint post. However, does anyone else feel like their dev team spends entirely too much time in meetings? Don’t get me wrong, I don’t need to be working nonstop and pulling overtime. At the same time, I also don’t need to have meetings every two hours each day of the wee
I would like to build the best web app, given my limitations, so I'm looking for a web component library with prebuilt things that would allow me to just put them on a page. Doing it from scratch is very hard for me, but having a template of how things are and then integrating with the backend is qu
The company will increase its US market presence and will expand its engineering and go-to-market teams. The post HelmGuard Raises $7.3 Million for Agentic GRC and Security appeared first on SecurityWeek.
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