A developer has built PrecisionCalc MCP, a Model Context Protocol server that provides AI agents with deterministic, arbitrary-precision financial calculations. The server, available at precisioncalc-…
Developer Sheezal Patel resolved two critical bugs in an AI Spend Audit app after connecting the frontend to MongoDB. The first issue caused 30-second timeouts and 500 errors on audit submissions, tra…
A developer has shared techniques for reducing machine learning model inference costs by up to 80% while maintaining output quality comparable to premium services like Fable. The approach combines qua…
A developer detailed a method for exposing Model Context Protocol (MCP) servers to the internet using tunnels, enabling hosted clients like Claude Desktop and Cursor to connect. The guide emphasizes u…
Researchers disclosed the 'PleaseFix' issue, showing that AI browser agents can be hijacked by malicious instructions hidden in web content, leading to zero-click attacks. The vulnerability is structu…
A developer has published a reference catalogue of attack classes against the Model Context Protocol (MCP), showing how malicious servers can manipulate AI clients through tool descriptions and local …
A developer who shipped a Windows system monitor alone for 14 months documented six silent failures where bugs passed all tests and produced no errors, including a fan curve editor that showed a succe…
A developer asked an AI to identify a TV character matching their personality, and it chose Bertram Gilfoyle from Silicon Valley, citing systems thinking and technical depth. The developer reflects on…
A developer clarifies the meanings of Harness Engineering and Loop Engineering in AI. Harness Engineering involves preparing the ecosystem of tools and connections an AI agent needs, while Loop Engine…
OpenAI's August 5 API update enables Fast mode for long-context prompts above 272K tokens across GPT-5.6 Sol, Terra, and Luna models. Fast mode offers up to 2.5x faster responses but applies a per-tok…
A developer found a critical flaw in their open-source tool @hyuga/llm-safe-sql, which lets language models propose SQL updates that are executed in a transaction, measured, and rolled back for human …
A developer has proposed a maintenance-window protocol for long-running AI agents, addressing the gap between startup and normal operation when deployments, credential rotations, or host restarts occu…
Anand Arivukkarasu, a former Meta product leader, has developed a framework called the Supply Chain of Intelligence to explain where durable competitive advantage accrues in AI. The framework, publish…
A developer found that BM25's default length normalization parameter (b=0.75) systematically penalizes long RAG chunks, causing exact-answer chunks to rank below irrelevant headings. The analysis show…
A developer has released claude-code-guardrails, an open-source set of user-level hooks for Claude Code that intercepts Bash tool calls before execution to deny commands that might expose secrets like…
A developer created mcptoon, a CLI client that outputs Token-Optimized Object Notation (TOON) instead of JSON to reduce token overhead in MCP tool discovery and calls. The tool cuts tool discovery tok…
A developer has published a practical guide to sandboxing AI coding agents inside CI pipelines, providing a repeatable harness with a decision table, a sandbox script using Linux namespaces, and canar…
MyZubster is organizing TAZ DAY in Riccione, a real-world robotics test that combines open-source software, Gateway infrastructure, AI, and Monero (XMR) payments. The event aims to demonstrate how the…
A developer built a probe that pressures AI agents into breaking their own rules to test whether guardrails hold. The probe, which uses the OpenAI-compatible chat format, was tested with an operations…
A developer has created a falsification kit for testing the sandbox claims of coding agents, using a honeypot repository and a shell-based audit script to detect scope violations and data leaks. The k…