Raleigh's public-safety data is scattered across multiple databases with different vocabularies and search forms, creating a gap between resident questions and usable answers. The Raleigh Agent Skill,…
Magnus shipped a new Agent Skill called 'life-coach' today as part of his Agent Skills catalog, an open, evidence-aware framework for nonclinical coaching conversations that restricts itself to a narr…
The Raleigh Agent Skill, a new AI tool from developer Magnus919, helps users navigate Raleigh's city website maze by providing direct answers to questions about public information, such as nearby bus …
A practical method for earned AI autonomy in software development starts by locating the bottleneck in a specific workflow, not by choosing tools or vendors, according to a methodology developed by th…
As organizations climb the five levels of AI coding autonomy, the bottleneck shifts from implementation speed to spec creation, creating a 'spec ceiling' that constrains product discovery. At Level 4,…
Andrej Karpathy proposed a 'cognitive core' AI model that prioritizes reasoning over encyclopedic knowledge, suggesting a small, always-on model that relies on external tools for facts. The thesis cha…
Magnus, a former SVP of Engineering at Lark and VP Engineering at Strive Health, is now Chief Tentacle Officer at Groktopus LLC, writing about AI and the future of work. He has been actively developin…
Shannon Ryan, VP of Marketing at Veritas Automata, told an AgileRTP meetup that AI tools amplify existing team dynamics rather than fixing broken ones. She identified top-down AI mandates, layoffs fra…
A developer forking the open-core Meetily product with AI coding tools reports that implementing speaker diarization requires a full pipeline redesign, as the legacy code for the feature is not wired …
A developer forked the open-source Meetily v0.4.0 codebase into a new project called LibreMeet, rebranding 73 files and removing 928 lines of PostHog analytics infrastructure to create a privacy-first…
A developer is using AI coding agents to fork the open-core meeting assistant Meetily, replacing its paywalled Pro features with open-source alternatives. The fork, tentatively named LibreMeet, aims t…
Google's new whitepaper argues that the AI model itself accounts for only 10% of system performance, while the surrounding harness—instructions, tools, guardrails, and testing—makes up the other 90%. …
Anthropic released an open-source skill for Claude Code called launch-your-agent that enables technical founders to build and deploy self-grading agents in a single conversation. The skill uses an int…
Google Cloud published the Open Knowledge Format v0.1 on June 12, 2026, an open specification for agent knowledge using markdown files with YAML frontmatter. The author proposes six features from the …
A developer built and open-sourced GroktoCrawl, a self-hosted web scraping, search, and AI research service that eliminates per-call pricing. The MIT-licensed tool runs on personal hardware and offers…
The City of Raleigh publishes 178 public datasets on data.raleighnc.gov, but most citizens never use them due to a discovery barrier. An AI agent built an open-source command-line tool called 'raleigh…
AI evaluations are essential for distinguishing working systems from broken ones, yet many companies ship AI into production without systematic quality checks, relying on 'vibe checks' instead. A four…