A developer published a weekly digest of seven rules for senior C#/.NET engineers using Cursor, covering topics such as avoiding Singleton holding Scoped services, forwarding CancellationToken in asyn…
A developer's three-part series on engineering reliability into AI agent code generation concludes with a focus on multi-agent coordination. The author details how the architecture converts coordinati…
A developer built Sentinel, a prompt regression gate for CI, during the Agent Harness Hackathon. Sentinel runs an eval suite against both versions of a changed prompt, accounts for run-to-run noise, a…
A developer discovered a critical security flaw in TrueForge, an open-source AI agent harness, where a tool without annotations bypasses the approval gate and can execute production changes without hu…
A developer building MSG.AI, a WhatsApp Web utility, removed or narrowed several planned AI features after finding they added cost, noise, and agenda-setting behavior. The developer advocates for user…
A developer argues that AI-assisted software engineering faces a growing challenge: while writing code is becoming cheaper, understanding why code exists is not. The developer proposes an 'Engineering…
Microsoft Foundry's provisioned throughput (PTU) sizing for GPT-5.6 Luna can be calculated using a formula that accounts for peak RPM, token sizes, and cache rate, as demonstrated in a developer's gui…
A developer built Personal Gemini Journal, a secure AI-powered journaling app for the Google Cloud Run AI Challenge, using Google Gemini, Firebase, and Cloud Run. The app enables private, multi-turn r…
A developer has built an x402-aware crawler in Go, demonstrating how Cloudflare's Monetization Gateway and the x402 standard enable paid web scraping. The crawler handles HTTP 402 responses by complet…
Security engineer David Seagal has released VibeGuard, a free open-source security linter designed specifically for AI-generated code. In a real production codebase audit, the tool scanned 533 files a…
A developer built Autonomous Agentic Maker Studio, a multi-agent AI co-pilot for the Google 'All Things Agentic' Hackathon that converts raw hardware footage into complete tutorial packages. The syste…
A developer discovered that their test report showing a 0% pass rate was actually caused by an empty API credit balance, not broken code. The engineer's reconciliation script and behavioral tests reve…
A developer building a parliamentary-procedure engine on WebMCP, the emerging standard for web pages to expose typed tools to AI agents, discovered that feature detection for the API is unreliable. Th…
A developer benchmarked LangGraph, CrewAI, and AutoGen across 107 real data engineering tasks, finding that LangGraph offers predictable control but heavy boilerplate, CrewAI's abstractions fail past …
A developer has published an open-source tutorial demonstrating how to build an AI agent skill that combines a SKILL.md file with Python scripts for validation. The tutorial, available on GitHub, show…
A developer released docs-mcpserver, an MCP server that serves live OpenAPI specs to coding agents one operation at a time, caching the spec from a running service and updating it in the background. T…
A developer began a 3-month plan to relearn computer science fundamentals, starting with linked lists in C. The first day's progress involved implementing a singly linked list, exploring self-referenc…
Anthropic released a research preview of its Model Hardware Standard (MHS) on August 28, 2026, a specification that enables AI agents to safely operate programmable physical devices such as microscope…
A developer detailed a production-grade pattern for making AI agents resilient to flaky external APIs, combining exponential backoff, circuit breakers, and graceful fallbacks. The approach wraps every…
A developer built mdc-lite, a ~348KB embeddable encrypted key-value store in Rust that encodes ciphertext as DNA-like A/C/G/T strings before writing to disk. The design, part of the ModelDB repo, uses…