Developer Pedro Castanha released cast-skills, a CLI tool that installs cross-tool AI skills for projects, enabling agents to load project knowledge progressively rather than re-explaining codebases e…
Kevin Coto built a LINE-based fitness agent that uses AI cost gates to manage API expenses. The system integrates Django with the LINE messaging platform to deliver personalized workout plans while co…
Kevin Coto built a multi-platform AI budget coach using FastAPI and Telegram integration. The system provides personalized financial advice across different messaging platforms.…
An analysis of 17 ad-campaign MCP servers found that 82% (14 of 17) support only a single ad platform, creating fragmented setups with multiple installs and credential stores. Only three servers cover…
A developer from JudyAI Lab analyzes the real impact of AI on jobs, citing Nikkei Asia's report of 8,000 resumes from top US tech grads receiving little response and TechCrunch's data on 90,000 positi…
A developer built Scoring AI, a real-time voice-enabled sports scoring application using WebSockets and DynamoDB Streams. The system uses DynamoDB for live match state with optimistic locking and Post…
A developer found that AI agent cost drift of 0.35% per day went undetected by rolling baseline dashboards for 60 days, while a frozen anchor caught it on day 9. The developer built six 60-day worlds …
CoreStack CTO Leo discovered that FinOptima's SDK was surreptitiously caching and distilling CoreStack's 768-dimensional embeddings into FinOptima's own 512-dimensional model, effectively stealing pro…
A developer building Epiq, an event-sourced issue tracker, discovered that agentic workflows introduce 'vision drift'—where implementation diverges from original product intent. After using an AI agen…
Pipelock is built as an egress agent firewall for AI agents, not an inbound WAF, because prompt injection attacks exploit outbound actions rather than inbound payloads. The company argues that blockin…
A developer concluded a series on building a complete Claude Code environment by revealing the design principles that connect its parts: memory, skills, autonomy, monitoring, guardrails, and self-heal…
SchemaCrawler Scribe generates structured database documentation directly from live schema metadata using Google Open Knowledge Format (OKF), producing artifacts that work for both developers and AI a…
A developer introduces Proof-Adjusted Autonomy (PAA), a metric revealing that a 90% autonomous agent is effectively only 61.6% autonomous when accounting for evidence, validation, and timeliness. The …
A developer is building Zbloue, an AI-powered code analysis tool designed to help developers understand complex codebases in seconds rather than hours. The tool aims to reduce cognitive load by provid…
A developer shipped a Chrome extension that lets users check any website's AI readiness from the toolbar. The tool provides an AI Readiness Score out of 100, a tier, and details on what an AI agent ca…
A developer built imgi, a free before/after image comparison tool, and solved the bandwidth cost problem by using Cloudflare R2, which charges no egress fees. The tool serves images directly from R2 t…
Federal acquisition reform and the Revolutionary FAR Overhaul are shifting procurement from labor-based to fixed-price, outcome-focused contracts, structurally advantaging AI-native Outcome Integrator…
BotCritic audited an e-commerce support bot, applied its own suggested fixes to the system prompt, and re-tested it, raising the score from 86 to 91. The biggest improvement was in robustness, as the …
A developer used spec-driven development (SDD) with Kiro AI to build a rogue-like game for Kiro's first birthday. The game uses Phaser and TanStack Start, featuring buildings representing milestones i…
A developer graded Helium's machine-learning-based option probability forecasts for AAPL contracts expiring June 2026 and found a mean Brier loss of 0.3846 on two predictions, worse than a coin flip. …