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Last 10 Analyzed.

The 10 most recently analyzed bookmarks from the te9.dev archive. Each entry has been crawled, parsed, and annotated by an LLM for relevance, purpose, and practical use.


Ornith-1.5: From Self-Scaffolding to Self-Improvement

purpose

Ornith-1.5 is an open-source foundation model family (397B MoE, 35B MoE, and 9B dense) trained through a self-improvement loop in which the model generates its own tasks, scaffolds, and solution rollouts for reinforcement learning, targeting reasoning, coding, and agentic workloads.

when to use

It is most valuable when developers need a high-performing open-source coding or agentic model without proprietary API dependencies, or when building mobile/edge applications requiring local AI inference with strong coding and reasoning capabilities.

tags
AI Model Open Source LLM Coding Assistant Machine Learning Reinforcement Learning Agentic AI Edge Deployment Mobile AI Self-Hosted

IAmTomShaw/f1-race-replay: An interactive Formula 1 race visualisation and data analysis tool built with Python! 🏎️

purpose

An open-source Formula 1 race visualization and data analysis tool that replays races with animated driver positions, simulated safety car deployments, live leaderboards, and per-driver telemetry insights, using real F1 data sourced via FastF1.

when to use

Most valuable when building sports analytics tools, live telemetry dashboards, or interactive replay experiences, or when studying how to architect a data pipeline from API ingestion through caching to animated, interactive rendering.

tags
data-visualization formula-1 telemetry python fastf1 open-source real-time-data sports-analytics race-replay

Skada

purpose

Skada is a workflow automation platform that generates AI agents from a single text prompt, requiring no configuration or coding. It is currently in private beta and also offers companion tools like Caskada (minimal-code AI agent framework) and SmartCache (a cost/performance optimizer for n8n workflows).

when to use

This resource is most valuable when a developer needs to automate multi-step workflows or connect services quickly without building custom integration code. It is especially useful for prototyping AI agents or optimizing existing n8n-based automation pipelines.

tags
AI Agents Workflow Automation No-Code AI Tools Integrations n8n Automation Beta

stackblitz/bolt-slides: Use any agent to create stunning, interactive presentations

purpose

Bolt Slides is an open-source, MIT-licensed presentation framework from StackBlitz that produces decks which are fully functional, responsive web applications. It provides a paged deck engine (Slidev-style dock, presenter mode, annotations, grid overview) plus a rich component library, and ships with an AI agent skill so tools like Bolt, Claude Code, Codex, or Cursor can generate complete themed decks from a single prompt.

when to use

This resource is most valuable when preparing technical talks, product pitches, or investor presentations that benefit from interactivity — such as live data fetching, working prototypes, 3D visualizations, or embedded product demos that static tools like PowerPoint cannot deliver. It's also ideal when you want to rapidly generate a polished, custom-styled deck using an AI coding agent.

tags
presentation-framework react ai-agents slide-deck stackblitz open-source component-library interactive-presentations css-theming developer-experience

onecli/onecli: Open-source credential gateway with a built-in vault. give your AI agents access to services without exposing keys.

purpose

OneCLI is an open-source platform for running sandboxed AI agents as a team, featuring a Rust credential gateway that intercepts outbound requests and injects secrets so agents can access services without ever seeing the keys. It provides per-person agents with isolated sandboxes, persistent memory, skills, scheduling, Slack integration, and centralized policy enforcement.

when to use

It is most valuable when a team needs to deploy autonomous AI agents that access LLM APIs, SaaS tools, or infrastructure securely, with centralized policy control and human-in-the-loop approvals for sensitive actions. It also fits scenarios where agents must run on your own infrastructure behind NAT with no inbound ports required.

tags
AI agents secrets management credential gateway sandboxing security open-source self-hosted team collaboration Slack integration Rust

Extensible Software in the age of LLMs | Jeremy Morrell

purpose

It is a thought-leadership blog post by Jeremy Morrell arguing that LLMs radically lower the cost of authoring software extensions, creating a new opportunity for 'extensible software' on the web that serves long-tail user needs without bloating the core product.

when to use

It is most valuable when planning or architecting a new web product, deciding how to serve niche user customization demands, or evaluating how AI agents and LLM-generated extensions should fit into your platform strategy.

tags
LLMs software extensibility web architecture AI agents sandboxing Cloudflare Workers product design thought leadership user-generated extensions

TheOpenPresenter | Free, Open-Source ProPresenter Alternative

purpose

It provides free, web-based presentation software aimed at small churches, serving as an alternative to ProPresenter with features like real-time multi-user control, phone-based operation, Google Slides sync, AI lyric formatting, and 2,300+ Bible translations.

when to use

It is most valuable when a team or organization needs a free, install-free presentation tool with multi-user control, or when a developer wants to explore or contribute to a production real-time collaboration web app.

tags
open-source presentation software real-time collaboration web app self-hosting AGPL Google Slides sync AI church tech ProPresenter alternative

Craft CMS

purpose

Craft CMS is a customizable content management system for creating custom digital experiences, featuring a user-friendly authoring interface, powerful content modeling, localization support, an ecommerce product (Craft Commerce), a plugin framework, and its own managed hosting platform (Craft Cloud).

when to use

Craft is most valuable when a project demands content-first architecture, custom content models, multilingual/localized sites, or a tailored authoring experience—such as multinational marketing sites, design portfolios, or custom ecommerce stores. It's ideal when WordPress or other rigid CMSs feel limiting but a full custom backend would be overkill.

tags
CMS Content Management Headless CMS GraphQL Twig PHP Ecommerce Content Modeling Localization Plugin Framework

🚨 Head of Claude Code, Boris Cherny: I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me. In 10 minutes he shows exactly where agentic engineering… | Leon Jose | 46 comments

purpose

It is a LinkedIn promotional post sharing a ~10-minute video/talk in which Anthropic's Claude Code lead explains where agentic engineering is headed and how developers can adapt. It also promotes a related 7-day free AI course.

when to use

This is most valuable when a developer wants to move beyond simple prompting and adopt more advanced, automated AI agent workflows, or when staying current on trends in AI-assisted software development.

tags
AI agents Claude Code agentic engineering prompt engineering AI automation developer productivity LLM tools AI trends

Prompt Bridge

purpose

Prompt Bridge is a free Chrome extension that transfers full AI conversation context across all major AI platforms, so users can continue threads on a different assistant without starting over. It requires no sign-up and works on Chrome, Edge, and Brave.

when to use

It's most valuable when you've hit usage limits, want a second opinion from a different AI model, or need to migrate an ongoing technical discussion (e.g., debugging or code review) from one AI platform to another without losing context.

tags
AI tools Chrome extension context management productivity developer workflow ChatGPT Claude Gemini browser extension AI assistants