A new report from PLG AI reveals that the top 10% of B2B SaaS companies grow ARR 2.5x faster than peers while maintaining 120%+ NRR and sub-12-month CAC payback. The report highlights that the gap in …
A developer warns that API tokens for AI services like OpenAI and Anthropic are increasingly targeted by attackers due to poor secret management. Hardcoding tokens in source code, exposing them in cli…
Invisible Unicode characters in prompts are not a conspiracy but a bug class that allows metadata to ride inside text, indistinguishable from content. These characters can be used as a prompt injectio…
G2 published a comparison of the best AI coding assistants for 2026, evaluating tools like GitHub Copilot, Cursor, Claude, and Replit beyond simple autocomplete. The analysis covers codebase understan…
A developer argues that traditional QA roles are being automated by AI, with the developer-to-QA ratio shifting from 3:1 in 2015 to 10:1 in 2025. AI tools like GitHub Copilot, Cursor Agent, and Kiro c…
A developer created a Claude skill called 'tiny' that compresses PNG, JPEG, and WebP images via TinyPNG with a single instruction, replacing the original file in place. The skill tracks TinyPNG's free…
An MCP registry is a centralized catalog that stores metadata about MCP servers, solving the N×M integration problem where N agents and M servers require N×M manual integration points. By registering …
Tessl launched Tessl Agent, a tool that continuously scans PRs, coding agent session logs, and tickets to detect recurring error patterns and automate repetitive tasks. It creates skills to address co…
A developer built readmeai, a Python CLI that scans project structure and config files, then uses an LLM to generate a complete README.md with badges, install instructions, and usage examples. The too…
A developer built a minimal WebMCP agent using Playwright and the Gemini API to test WebMCP tools with stronger AI models. The agent uses Playwright to control a real Chrome browser, enabling tool dis…
A software architect, struggling to understand AI from scattered sources, launched a series to explain AI in simple terms for developers. The series aims to help developers leverage AI for upskilling …
Correctover released correctover-patronus, an adapter that integrates its 87 deterministic verification rules as native evaluators within the Patronus AI framework. The tool adds six verification dime…
A developer describes a pipeline that processes 7,500 product images daily for eCommerce, combining AI background removal with human review for complex items. The system uses a complexity classifier t…
A developer at a service company describes the growing problem of reviewing AI-generated code, noting that while agents now produce high-quality pull requests, the volume overwhelms human reviewers, l…
A developer outlines a practical guide for safely shipping AI-generated code to production, addressing the gap between rapid prototyping and production readiness. The guide includes a checklist for ha…
A developer explains how prompt engineering can significantly improve the quality of AI-generated code and responses. The guide covers key techniques such as defining roles, providing context, and usi…
A developer argues that hand-maintained .cursorrules files inevitably become stale and misleading, causing AI agents to apply outdated architecture decisions. The developer proposes generating agent-r…
A developer who embraced AI tools found that heavy reliance on them eroded their ability to write code independently. Despite appearing more productive, they realized they were losing deep understandi…
A developer warns that startups shipping AI-generated code without security review risk leaking API keys, hardcoded secrets, and misconfigured environments. The post provides a seven-point checklist c…
A developer published a tutorial on building a Retrieval-Augmented Generation (RAG) pipeline using Spring Boot, embeddings, and vector search. The tutorial demonstrates how to ingest documents, split …