A developer built an AI-powered call router using Telnyx's Edge Runtime and AI Inference binding, which understands caller intent and routes calls without external glue code. The system uses a Statefu…
A developer built FrameMill, an AI-powered tool that turns long game streams into editable video projects. The tool analyzes gameplay, uses Gemini to assemble a first cut, and provides a Timeline that…
Google has introduced dedicated generative AI performance reports in Search Console, providing website owners with a first-party way to examine how their content appears across AI-driven search surfac…
A team of developers built EIR, a secure multi-agent healthcare platform on Google Cloud, for the All Things Agentic Hackathon. EIR coordinates specialized agents for patient access, recovery, schedul…
Scalevise and Search Engine Land highlight a measurement gap in AI-generated search answers, proposing four metrics—mention rate, position, sentiment, and citation—to track brand visibility beyond tra…
An engineer built TwoKeys, a system that adds an approval layer between AI agents and consequential actions, ensuring that agents can propose but not execute until all responsible people approve the e…
Search Engine Land's analysis of repeated ChatGPT runs, published in February 2026, shows that AI-generated responses are non-deterministic, with different brands and sources surfacing across runs of …
A developer argues that AI should be used to understand legacy systems before rewriting them, emphasizing the importance of mapping existing business rules and architecture. The post advocates for inc…
Everbind, a submission to the All Things Agentic Hackathon, uses Gemini and Google Cloud to manage project commitments across schedule revisions. The system proposes lineage for replaced activities bu…
A developer explains that RAG systems often return incorrect answers not because of the language model but due to flaws in the pipeline's earlier stages: chunking, embedding, retrieval, and ranking. T…
A developer built SupplyMe, an agent that automates B2B supplier sourcing for small manufacturing orders, after spending three weeks manually sourcing 500 perfume bottles. The agent uses Gemini to ext…
An engineer explains that large context windows in AI models do not guarantee better answers, as attention mechanisms split focus across more tokens, degrading accuracy. The post highlights research s…
A developer built EventMocha, an autonomous multi-agent assistant that transforms event concepts into promotional campaigns and scheduled calendar workflows. It uses Google ADK, Gemini Flash models, I…
Search Engine Land's delegation boundary framework offers a practical approach for AI-assisted SEO workflows, defining where an AI agent should stop and a human should take over. The framework, explai…
Telnyx has released an open-source AI-powered call router that uses natural language processing to route callers to the correct team, replacing traditional IVR menus. The Python Flask application inte…
Tt-a1i has released Archify, an open-source diagramming and validation engine that lets AI coding agents generate verifiable architecture diagrams. Archify requires agents to output a typed JSON Inter…
Developer Sean Boult built a conference badge using the Badger 2350 e-ink device from Badgeware, programming it with Python and AI assistance from Codex to display QR codes linking to his LinkedIn and…
A developer built Parallax, a testing tool that runs seven isolated browser contexts against the same application to compare sessions across privilege, locale, theme, and viewport axes. The tool detec…
A developer built Vibes AI, a five-agent design team on Gemini that turns photographs and a brief into editable pages, and shared the engineering insight that long-running agent jobs should derive pro…
A developer detailed a technique for managing agent work using a call-stack analogy, where a task-state file records the current frame, local variables, and return address to make deep dives reversibl…