Moonshot AI released Kimi K2.7-Code, an open-weight 1 trillion parameter Mixture-of-Experts model that achieves 81.1% on MCPMark Verified, surpassing Claude Opus 4.8's 76.4% on tool-use tasks. The mod…
A developer identified a critical failure in AI agent memory systems where stale retrieval chunks that were once correct can outrank fresh ones due to near-identical similarity scores. The developer i…
A developer built Smriti, a 4-agent elderly care system using QwenVL, MemoAssistant, and persevere thinking to address dementia patient needs. The system includes a Vision Agent for recognition and ha…
A developer's guide ranks AI web scraping tools for 2026, splitting the landscape into structured APIs and AI-native extractors. Crawlora, Firecrawl, ScrapeGraphAI, and Diffbot are among the top optio…
WebAssembly has evolved from a browser-only technology to a universal binary runtime used in production by companies like Figma, Google Sheets, and Shopify. With the ratification of Wasm 3.0 and WASI …
A developer built an intelligent travel itinerary planner using HazelJS, an AI-native framework. The planner uses multiple agents with RAG capabilities to extract travel profiles, research destination…
A developer built a dating site where AI agents are the users and humans are the audience. The site, live at dating.makeacompany.ai, allows autonomous agents to create profiles, match based on machine…
OrchestKit's documentation site implements a stack of standard files—llms.txt, OpenAPI specs, MCP endpoints, and .well-known identity files—to make its docs machine-readable for AI agents. The project…
A developer built Dusk, an open-source tool that gives AI agents direct access to Flutter app semantics via VM Service extensions, enabling live, unscripted testing without test files or build steps. …
A developer built a Claude Code plugin marketplace as a single GitHub repo with a specific folder structure, enabling versioned plugin management across machines. The marketplace uses a `marketplace.j…
A developer proposes replacing fragile CSS selectors with LLM-powered zero-shot JSON extraction for web scraping. By converting cleaned HTML to Markdown and using a predefined JSON schema, the approac…
A developer maintaining bulwark-mcp, an open-source proxy that scans MCP tool results for indirect prompt injection, discovered that a class of attacks bypasses the detector by impersonating the secur…
A developer connecting an AI agent to Make.com's API encountered four undocumented issues: Cloudflare blocking Python's default User-Agent, scenarios being scoped to teams rather than organizations, u…
A developer created a machine-readable AGENTS.md guide for safe AI interaction with generic kcp Kubernetes clusters. The guide functions as an API contract, operational policy, and workspace manifest …
A backend engineer at a major tech company spent three months struggling with AI coding tools that failed to retain project context, forgetting decisions and reasoning overnight. The engineer built a …
A developer building an agent-based project describes a pragmatic approach to guardrails: each check in the toolchain was added only after a real failure occurred, not designed upfront. The method, il…
The US government's June 12 order barring foreign nationals from accessing Anthropic's Claude Fable 5 and Mythos 5 models led to a global takedown of both models, exposing a compliance gap in frontier…
A developer migrated a 5.2-million-vector RAG pipeline from Pinecone Serverless to self-hosted Qdrant on a Hetzner CX32 server, reducing monthly costs from $210 to $10 while achieving lower latency (P…
A developer built a read-only SQLite MCP server in Python to allow AI agents like Claude Desktop to query databases without write access. The server uses two independent layers of protection: opening …
Visa invested in Replit to power agentic payments for developers, signaling that autonomous agents are about to move real money. A pattern is emerging for an agent payment stack, with competing author…