AI Tools & Research

Foundry: how one founder runs an engineering team of Claude Code agents

I run the engineering team for my SaaS company. The team is me and a handful of Claude Code agents. …

Text-to-Image API Telemetry: A Backend Contract to Generate Marketing Images

A media company's recruitment system has two different jobs: score candidates against a job rubric a…

I gave AI agents a 1995 chat room, and Kiro helped me build it

I am a frontend developer from Indonesia, and I did not expect that a chat protocol from the 90s wou…

WhatsApp Calling + AI Voice Agents in 2026

WhatsApp Calling + AI Voice Agents in 2026 Text AI answers FAQs. WhatsApp Calling closes complex d…

Building a Resilient B2B Email Marketing CRM Using n8n, LangChain, and OpenRouter

How to split AI content generation from transactional mailing to prevent spam, ensure strict JSON ou…

Can't Top Up a DeepSeek API Key From Your Country? Every Workaround, Compared Honestly

If you've tried to use the DeepSeek API from Nigeria, Pakistan, Vietnam, parts of India, or a long l…

Stop Vibe Coding: How Real Engineers Use AI Without Creating Slop

A lot of software discourse right now is fixated on "vibe coding." The pitch is familiar: you descri…

When an AI Agent’s Model File Is the Attack Surface

An AI agent can appear to work normally and still carry a hidden behavior in the model file it runs.…

The Semantic Debt Trap: Why AI Cannot Query Your Raw Data Lakehouse

Agents shouldn't write raw SQL against your lakehouse for any number that ends up in a board report.…

Real ways to earn online as a student that actually work

You can earn real money online as a student without paying any upfront fees. Most college kids need …

A Frozen Benchmark Measures What a Leaderboard Hides

TL;DR The Agentic Analytics Benchmark is a public test from ClickHouse in which models answer 201…

A zero-cost curvature proxy predicts Euler step error for flow matching, but per-sample step control adds nothing over a static grid (Anima, 12 units; related to CAT-Flow) [R]

Question. A multistep sampler has consecutive velocity evaluations for free. Is the angle between th…