TrendPulse

Article URL: https://age-of-product.com/ai-workflow-inventory/ Comments URL: https://news.ycombinator.com/item?id=49691718 Points: 1 # Comments: 0

Formal verification is moving from academic research into shipped tools for AI agent authorization. Here is what is real, and what is still missing.

When I took up management, nobody told me that I need to watch out for my habits that can have a serious impact on my team’s productivity and performance.

A Hacker News post argues AI erased the middle of software engineering. PR review, bug, and hiring data mostly back it up, with one real correction.

A practical guide to spotting over-engineered AI apps, from unnecessary vector databases to multi-agent systems, memory layers, and missing evals.

A solo developer explains how Claude Code helped ship a custom WooCommerce store with 1C ERP sync, and where AI coding agents still need guardrails.

This is a 4-part series on how agents remember:building short-, medium- and long-term memory thatscales across users, agents, and kubernetes clusters.

Learn why the Model Context Protocol (MCP) shouldn't be treated as just a REST API wrapper, but as a dedicated UI frontend built for AI models.

A practical workflow for using Claude to plan better image prompts, then generating and refining the final image in ChatGPT.

A small AI-generated scientific sentence shows how fluent academic writing can quietly add unsupported mechanistic claims.

The proposed U.S. Space Academy is a workforce experiment for scaling launch operations, lunar logistics and a growing commercial space economy.

Pocketflow’s final Shipaton week covered UI polish, RevenueCat paywalls, AI credit pricing, balance syncing, and its iOS and Android launch.

How Isolyne falls back from Gemini to a local TypeScript parser when connectivity fails, preserving core decision capture and drift detection.

What are you working on? What have you been curious about lately? Comments URL: https://news.ycombinator.com/item?id=49686380 Points: 106 # Comments: 257

Article URL: https://techcrunch.com/2026/09/12/automattic-confirms-mullenweg-has-returned-as-ceo-after-attempted-ouster-by-board/ Comments URL: https://news.ycombinator.com/item?id=49688259 Points: 71 # Comments: 126

Article URL: https://en.wikisource.org/wiki/The_Coming_War_on_General_Computation Comments URL: https://news.ycombinator.com/item?id=49690051 Points: 61 # Comments: 14

Article URL: https://www.science.org/content/article/chilling-warning-or-overreaction-ai-bioweapons-report-divides-experts Comments URL: https://news.ycombinator.com/item?id=49690139 Points: 15 # Comments: 1

Article URL: https://developer.apple.com/accessories/dimensional-drawings/ Comments URL: https://news.ycombinator.com/item?id=49690174 Points: 58 # Comments: 10

Article URL: https://www.interconnects.ai/p/open-source-ai-reading-list Comments URL: https://news.ycombinator.com/item?id=49690260 Points: 47 # Comments: 3

Article URL: https://honisoit.com/2022/03/writing-a-better-reality-the-case-for-optimistic-sci-fi/ Comments URL: https://news.ycombinator.com/item?id=49690279 Points: 19 # Comments: 10

Article URL: https://spectrum.ieee.org/ai-robots Comments URL: https://news.ycombinator.com/item?id=49690411 Points: 9 # Comments: 4

The idea is to explore whether an intersection of social media, popularity, and prediction markets can exist and what it can look like. Comments URL: https://news.ycombinator.com/item?id=49690614 Points: 7 # Comments: 1

Article URL: https://arxiv.org/abs/1802.07228 Comments URL: https://news.ycombinator.com/item?id=49690678 Points: 21 # Comments: 5

https://archive.ph/8NmSg Comments URL: https://news.ycombinator.com/item?id=49691343 Points: 25 # Comments: 14

From floating reactors to brain chips: VCs picked their favorite YC startups from the summer batch.

Oracle had previously disclosed that Ellison planned to sell 50 million shares worth around $7.5 billion.

Insight Partners' Devin Parekh opens up about losing Legora to General Catalyst, why he's fine holding stakes in rival AI labs, and why — even as everyone else piles into OpenAI and Anthropic — his $90 billion firm is deliberately staying diversified.

I wanted a cross-venue price comparison for prediction markets and assumed the hard part would be the order books. It was not. The hard part is deciding that two markets are the same market. One event, two records, nothing in common The Federal Reserve decision at the 16 September 2026 meeting. On Polymarket it is titled Fed Decision in September? at slug fed-decision-in-september-762 . On Kalshi it is titled Fed funds rate after Sep 2026 meeting? under ticker KXFED-2...

I was pulling data from SAP through an OData API — every Internal Order from 2020 to today. The response came back with exactly 1000 rows. Not 987, not 1214. A clean, round 1000. Was I happy? No. I got suspicious. In data work, a number that "too perfect" is usually a lie. Real data comes back messy — fractions, odd totals, nothing that lines up so neatly. That 1000 wasn't telling me "here's your data." It was telling me "this is a ceiling." I tried the standard fix: paginate using ODat...

In my last post, I talked about the potential risks AI could bring to humans in the not-too-distant future. Today, I want to look at another side of AI: what happens when we give AI more freedom to actually do things? Grok Bot is an interesting example. Starting tomorrow, the Grok Bot Galaxy event will run a 72-hour demo, showing end-to-end workflows from different perspectives, including business, engineering, and marketing. I'm particularly interested in watching how an AI agent handles ...