Hybrid key exchange for TLS 1.3, such as X25519MLKEM768, is being standardized by the IETF to protect against harvest-now, decrypt-later attacks. The change combines classical X25519 with the post-qua…
An engineer building an MCP server for a customer-service platform with a REST API shares four mistakes made when wiring tools directly to the service layer. The developer emphasizes routing all tool …
A developer built Pawford Academy, a SwiftUI iOS app that helps dog owners track their puppy's training journey, featuring an AI-powered voice coach powered by ElevenLabs. The app, created for the DEV…
A developer built RunAIToolkit, a suite of browser-first AI utilities that operate entirely client-side to eliminate server costs and privacy concerns. The platform includes an AI token and cost estim…
Robbe Verhelst built UniFi Reactor, a Kubernetes operator that watches UniFi Network state and turns it into declarative cluster automations. The operator polls the UniFi Network API, normalizes the s…
A developer's analysis of AI agent payment disputes concludes that consumer protection depends on the payment method, with credit cards offering stronger protections than debit cards under US regulati…
Two AI labeling laws—Article 50 of the EU AI Act and California's AI Transparency Act—took effect on August 2, 2026, imposing transparency duties on AI-generated content. The EU law splits obligations…
DeepSeek moved its entire API to peak and off-peak billing on August 16, 2026, with flagship V4-Pro output costing $3.96 per million tokens at peak and $1.98 off-peak, up from a flat $0.87. The schedu…
Apple's Core AI framework, introduced at WWDC 2026, enables fully on-device AI agents with local language models up to 70 billion parameters, eliminating latency and privacy concerns of cloud-based AI…
WikiPaw, an interactive Wikipedia-hopping game centered on dog breeds, uses Gemini AI to guide players from a starting Wikipedia page to a target breed page. The game calculates semantic proximity bet…
A developer who logged AI crawler traffic on a small business site for 34 days found that ChatGPT's live retrieval bot (ChatGPT-User) outpaces Googlebot, fetching pages 40.3 times per day versus 35.8.…
Dario Amodei predicts the first billion-dollar company with one employee will appear in 2026, with 70-80% probability. A developer running a one-person operation with 86 containers, 24 databases, and …
A solo developer who built an AI agent system for outreach automation describes the harsh realities of running AI agents alone, contrasting Forbes' characterization of AI agent startups as a 'playbook…
An engineer argues that AI tools can amplify the deep-thinking strengths of introverts, enabling them to turn contemplative insights into rapid innovation. The piece highlights how AI-assisted explora…
PDF4me's MCP server, launched via a single `uvx pdf4me-mcp` command, requires three different configuration schemas across five clients: Cursor, Claude Desktop, and Windsurf use an object keyed by ser…
ARPA Hellenic Logical Systems has released AVATAR, an open-source desktop companion that gives AI agents a visible VRM character with VRMA motion and lipsyncing. The Electron-based overlay runs locall…
A developer enrolled in LUXDEV's Data Science and AI Analytics Cohort 9 2026 is documenting their learning journey, starting with software installations and database setups. They aim to build a solid …
An engineer detailed the pitfalls of giving large language models access to production APIs, arguing that function calling turns an LLM into an actor that must be constrained like a brilliant but fear…
A developer warns that engineers are the primary source of 'shadow AI' risk, citing Verizon's 2026 DBIR showing AI use on corporate devices jumped from 15% to 45% in a year, with 67% running through p…
A developer warns that the software supply chain for AI coding agents is vulnerable, citing a backdoored LiteLLM package on PyPI that was downloaded 47,000 times in three hours. The post details three…