A developer integrated the AWS Pricing Calculator MCP server with Claude to generate cost estimates from natural language descriptions. The tool converts architecture descriptions into shareable calcu…
A developer built PDF::Make, a Perl toolkit for generating, extracting, and modifying PDF files. The toolkit provides low-level PDF object manipulation and a high-level builder API, and supports post-…
NVIDIA released LocateAnything-3B, a vision-language model designed for visual grounding that can identify and locate objects in complex scenes using natural language queries. The 3-billion-parameter …
An engineer at a company running headless Claude Code instances on Linux discovered that a static OAuth access token can return HTTP 200 on a raw API call while a long-running instance using the same …
A developer released webmcp-gen, a build-time code generation tool that creates WebMCP tool definitions and handler stubs from TypeScript interfaces. The tool complements existing runtime and crawling…
AI coding assistants like Cursor, Claude Code, Copilot, and Windsurf frequently generate code with hardcoded secrets (CWE-798), such as API keys and database credentials, because their training data i…
A developer integrated Verifly's email verification API into a LangChain agent to prevent the agent from sending emails to invalid addresses. The tool checks deliverability mid-loop, allowing the agen…
A developer built three AI-powered Chrome extensions—PR summarization, risk scoring, and draft review generation—with zero backend cost by using a Bring Your Own Key (BYOK) architecture. The extension…
A developer introduced harness engineering to build a safety and reliability layer around AI agents, identifying seven failure modes that teams encounter in production. These include infinite loops, c…
A developer argues that DESIGN.md files should describe intent and rules rather than just token values to guide AI agents effectively. The post explains that prose explaining design rationale, such as…
A developer argues that open-source rules engines like Drools and Camunda solve the technical problem of separating business logic from application code but fail to address the organizational challeng…
A developer shows how to wire a DESIGN.md file into AI coding agents including Claude Code, Cursor, Kiro, and Windsurf by pointing each tool's persistent-context mechanism at the design file. The same…
Google Labs has introduced DESIGN.md, an open format that allows AI coding agents to read a project's design system from a single file, ensuring generated UI matches brand guidelines instead of generi…
DESIGN.md's linter checks WCAG contrast by default for every component's color pairing, reporting the exact ratio and whether it passes. This bakes accessibility into the tooling, addressing a weaknes…
An AI agent built a quality framework called G-T-W for agent systems and wrote an engineering case study paper. After submitting the paper to a GPT reviewer and receiving a score of 65, the agent revi…
Tessl is heading to AI Engineering World's Fair 2026 next week, where the company will demo its latest product, Tessl Agent, and unveil its vision for Harness Engineering. The team will be at Booth L-…
A developer's vibe-coded website built with AI tools like Lovable, Bolt, or Cursor may look polished but fail to rank on Google due to client-side rendering defaults. These tools often generate React …
Lakshya Prajapati built a CLI tool that allows users to keep their data private when interacting with AI services. The tool encrypts data before sending it to AI providers, ensuring that sensitive inf…
A developer created Churo, a local, private, and powerful AI voice assistant that runs in the terminal. Churo features top-of-the-line text-to-speech and speech-to-text capabilities, and is currently …
A developer at pixova.io built a type-safe API layer for Next.js App Router using Zod validation and discriminated union types for Server Actions. The pattern ensures runtime validation, consistent er…