A developer has published a tutorial on using Aegis, an open-source, self-hosted web application firewall and reverse proxy, to block automated scrapers, AI training crawlers, and credential-stuffing …
A developer observed an autonomous agent in production spending tokens outside its intended autonomy window because two decision paths in the system did not enforce identical conditions, allowing one …
A developer built NightSky, an open-source web app that helps people find and observe all 88 constellations, using Three.js and WebGL for the interactive sky, D3 Celestial and Astronomy Engine for sta…
The Baize project, an MIT-licensed team-facing AI assistant runtime written in Go, has introduced a decision layer that moves high-frequency judgments out of the main generative model. The v0.5.0 chai…
A developer published a debugging field guide for the Agent2Agent (A2A) protocol, contrasting it with MCP: MCP connects agents to tools and resources, while A2A connects agents to other agents through…
A developer outlined a method for turning an existing OpenAPI-described REST API into an MCP server through generation rather than hand-written wrappers, so each API operation becomes a discoverable a…
OrbiResearch published a payment authorization pattern for AI agents that separates an agent's ability to request a payment from the payment's execution using three independent limits the agent does n…
Kovi benchmarked its LangGraph-based AI interview evaluator against a panel of three human Staff Engineers on 100 anonymized technical interview transcripts, finding a 94.2% correlation with the human…
A developer researching agent memory and decision authority proposes a portable memory schema that separates transferable user context from operational authority when users switch AI agents. The illus…
A developer measured Claude Sonnet's language-selection behavior on 24 mixed-language prompts where a short request in one language is paired with a longer pasted document in another, finding the mode…
A developer running an autonomous coding agent called Sentinel documented how two independently valid decision paths — the strict AutonomyBudget.admit() gate and a later AutonomyBudget.consider() chec…
Google has launched a framework for building multi-step AI assistants, called Gemini agents, and will allow developers to plug in rival Anthropic's Claude 3.5 Sonnet models alongside its own. The move…
A developer published a getting-started guide to building voice AI applications in 2026, covering text-to-speech, voice cloning, speech recognition, and voice activity detection. The walkthrough cente…
A developer built Trailnotes, an open-source tool that turns a folder of walk photos into a field journal by running the open-weight vision model qwen2.5vl:7b locally via Ollama on an RTX 5060 laptop …
A developer's re-verification of an EU AI Act training-data census found that 13 of 21 general-purpose AI providers now publish a dedicated, template-conformant "Public Summary of Training Content" un…
A developer's guide on the Djangix blog explains that OpenAI API 429 rate limit errors fall into two distinct categories: temporary requests-per-minute or tokens-per-minute pressure that should be ret…
A developer argues that single-prompt bloat—packing an entire codebase and task description into one large inference call—is an expensive and brittle approach to AI-assisted coding, and that multi-age…
A developer outlines a precise definition for counting MCP tool retries: the same tool called twice within 30 seconds, in the same session, with different arguments. The approach excludes pagination a…
A technical comparison of the NVIDIA H200 and AMD Instinct MI325X finds that the AMD chip's 256GB of HBM3e memory and 6.0 TB/s bandwidth let it host larger shards of 400B-parameter and 671B MoE models…
A developer built TrailMate AI, a browser-based outdoor exploration companion written in HTML, CSS, and vanilla JavaScript that gamifies time outside with adventure challenges, XP rewards, achievement…