Title: EvalView: The Pytest-Inspired Open-Source Testing Framework for AI Agents Description: EvalView revolutionizes how developers test AI agents by offering pytest-style rigor for frameworks like LangGraph and OpenAI Assistants. Easily automate regression tests, catch hallucinations, and ensure reliability with YAML-based test cases—now with seamless CI/CD support and behavior coverage.
Try it here: GitHub – hidai25/eval-view

Title: pgEdge Agentic AI Toolkit Brings Open-Source LLM Agents to Postgres Databases Description: The pgEdge Agentic AI Toolkit, now in beta, lets enterprises add secure, compliant AI agents and natural language querying directly to Postgres—with open-source code and seamless compatibility for regulated sectors. Skip costly migrations and power AI analytics while controlling your data. More info: pgEdge Agentic AI Toolkit

Title: Arete: Portable Open-Source AI Identity Syncs Your Persona Across LLMs Description: Arete lets you define your digital persona once and carry it across ChatGPT, Claude, and other AI platforms for consistent, privacy-focused experiences. No more reintroducing yourself—context is remembered, data stays local, and seamless AI personalization is a click away. Get started: Arete on GitHub

Title: UAAL: Tamper-Proof Enforcement & Auditing Layer for AI Decisions on PyPI Description: UAAL delivers cryptographic, append-only records for all AI decisions—critical for fintech and regulated industries. With no dependency on policy rules, it ensures accountability and compliance by blocking risky actions and generating verifiable audit trails.
Check it out: UAAL-Core on PyPI

Title: Free Course Demystifies Building LLM Agents: From Workflows to Multimodal Apps Description: Get hands-on with a comprehensive, hype-free course on building LLM agents and understanding workflows, context engineering, tool calling, and planning. Benefit from real-world frameworks used by leaders like Uber—ideal for devs eager to master next-gen AI agents. Start here: Opik’s AI Agents Course

Title: EvalView, Arete, UAAL & pgEdge: June’s Hottest Open-Source Tools for AI Agents & LLMs Description: Highlights of this month’s essential AI repos: EvalView brings trusted test automation to agents, Arete synchronizes your persona across LLMs, UAAL delivers ironclad audit trails for regulated AI, and pgEdge empowers AI features inside Postgres—no migration required.
Check out:

Title: China Unveils EUV Chip Prototype, Challenging Western AI Hardware Dominance Description: Chinese engineers have built a prototype for extreme ultraviolet (EUV) lithography-powered chips—defying US export bans and recruiting ex-ASML talent. This breakthrough could close the tech gap and reshape AI infrastructure worldwide by 2030. Discussion: Full Story

Title: Firefox to Become ‘AI Browser’—Mozilla’s Ambitious Pivot Divides Users Description: Mozilla announced a three-year plan to infuse Firefox with opt-in AI features—aiming to stay competitive but sparking backlash. While promising user control, the move prompted calls for a dedicated anti-AI browser and ignited debate on privacy and software trends. Read more

Title: Valmi Reimagines AI Agent Billing: From Subscriptions to Outcome-Based Models Description: The open-source Valmi SDK lets agent developers bill and price services by measurable outcomes—not just usage hours or subscriptions. Drive transparency, unlock enterprise gains, and align agent value with business impact for a new era of AI monetization. Learn more: Valmi on GitHub

Title: JupyterLite-AI Now Supports Virtual API Keys for Safe, Multi-User LLM Access Description: Enhance JupyterLite-AI with virtual API keys—track usage and permissions separate from your OpenAI provider for better security and analytics. Quickly set up access control by generating virtual keys and monitoring requests without user ID friction. Get started: JupyterLite-AI Virtual Keys Guide

Title: Eval Agents Seamlessly: Write, Regress, and Deploy with EvalView for LLM Workflows Description: EvalView bridges the gap between AI modeling and real-world deployment—regression testing, cost/latency checks, hallucination detection, all in YAML or Python. Automate CI gates before your AI agents go live, and catch “silent” failures before customers do. Repo: EvalView GitHub

Title: Protect Your AI Conversations: Popular Extensions Like Urban VPN Harvest Chat Prompts Description: Extensions with millions of installs—including Urban VPN Proxy—are collecting and even selling your AI chat data, including medical and personal queries, for marketing. Re-evaluate which browser tools you trust for privacy in the age of LLM-powered assistants. Report: Details

Title: Evaluating AI Agent Search Engines: New Bot-Proof, Registration-Free Platform Launches Description: A next-gen AI search engine offers free, registrationless access to powerful results while battling costly bot spam. Learn how bot detection (like Cloudflare) shapes usability and cost, and join the creator’s search for robust, user-friendly anti-bot strategies. Join the beta: AI Search Engine Launch

Title: Mozilla’s Firefox AI Push Sparks Demand for Open, Non-AI Browsers Description: As Firefox integrates AI by default, user outcry highlights the need for browsers that preserve control and privacy without AI overlays. Will this trend reshape the future of web browsing or send users elsewhere? More info: Mozilla AI Announcement

Title: Outcome-Based Pricing for AI Agents: Valmi’s Open-Source Model Raises the Bar Description: Switch from vague hourly billing to transparent, measurable outcomes in AI support and automation with Valmi’s open-source SDKs. Quantify agent impact, boost ROI, and align incentives for scalable success. Explore: Valmi GitHub

Title: Next-Level Security for AI: Strategies to Block Web-Scraping Bots and Secure Content Description: Want to keep AI bots from scraping your content? This guide covers practical, resource-light methods for blocking data-harvesting automation with Nginx and advanced CAPTCHAs—even on low-power servers. Protect your IP before it fuels someone else’s LLM. Guide: Robot Blocking Strategies

Title: Meta Uses Your AI Chat Data for Ad Targeting—Here’s How to Limit Tracking Description: Meta now leverages Facebook, Instagram, WhatsApp, and smart-glass AI conversations for hyper-personalized advertising. Changing privacy settings is complicated and resets often—alternatives like Proton Lumo promise more secure, private AI assistants. Learn how to protect your data: Meta AI Privacy Guide

Title: AI Coding Model Showdown: Benchmarks Reveal Top Performers for 2025 LLM Agents Description: Compare the leading LLMs—GPT-5.1, Claude 4.5, Gemini 3 Pro, and more—on throughput, latency, cost, and tokenization efficiency. Find out which AI backend delivers for coding agents and scale your automation with confidence. See the results: Full Benchmarks

Title: Generative Engine Optimization (GEO) Is the New SEO: Rank in an AI Answers World Description: As ChatGPT, Gemini, and AI search overtake traditional SEO, brands must master GEO—building semantic clusters, earning source-citations, and creating unique data to avoid zero-click invisibility. Stay seen as engines move to single-answer paradigms. How to adapt: GEO Tips

Title: AI Pipeline Over Models? Scality CTO Says Data Workflow Beats Foundation Model Hype Description: As models become commodities, Scality’s CTO urges businesses to shift focus—and investment—from model selection to building robust data pipelines. The real differentiator is infrastructure, not the AI or LLM model itself. Debate the shift: Scality’s Pipeline Manifesto

Title: AI Agents Still Lag on Cognitive Science—Should LLMs Learn From How Minds Work? Description: Despite their impressive skills, most modern AIs dismiss cognitive science, focusing on data and scale (“the bitter lesson”). Could smarter results come from blending theory with brute force? This series explores where the fields still diverge—and what’s next. Details: Cognitive Science & AI

Title: Nvidia Doubles Down on Open Source: Acquires Slurm Dev & Launches Nemotron 3 AI Agent Models
Description: Nvidia is supercharging its open AI strategy—acquiring Slurm’s developer, SchedMD, to keep the essential workload manager vendor-neutral, while launching three new Nemotron 3 agent models (Nano, Super, Ultra) for efficient agent and multi-agent applications. This move cements Nvidia’s influence in both open-source infrastructure and high-performance, agent-centric AI development.
Source link

Title: VS Code Makes AI Coding Even More Open: Inline Suggestions Now Public
Description: The VS Code team has open-sourced its sought-after inline AI code suggestion feature, promising developers enhanced speed and smarter, more accurate completions. All Copilot AI functionalities will soon be unified in a single extension—streamlining workflows and inviting open contribution. Try it out to experience the future of open AI-powered coding!
Source link

Title: Anthropic’s MCP Protocol Donated to Linux Foundation—AWS & Google Jump in, Security Upgraded
Description: Anthropic’s Model Context Protocol (MCP), now donated to the newly formed Agentic AI Foundation (AAIF) under the Linux Foundation, is quickly becoming a standard for vendor-neutral AI agent integration. With Google and AWS expanding support, expect a tidal wave of safer, production-ready AI deployments and best-practice tooling.
Source link

Title: Privalyse-CLI: Open-Source Tool Finds AI Code Security Flaws, GDPR Violations, and Bad Data Flows
Description: Privalyse-CLI is a static analysis tool for Python and JS/TS that detects hardcoded secrets, PII leaks, and GDPR compliance problems—using robust cross-file taint tracking. Free, MIT-licensed, and no dependencies—you can tighten your AI-powered codebases before shipping, with instant, DPO-ready reports.
https://github.com/Privalyse/Privalyse-CLI

Title: LLxprt Code: Dev-Friendly Open-Source AI CLI Supports Any LLM, Offline Coding, and Custom Agents
Description: LLxprt Code is an open-source, terminal-based AI coding suite that works with any LLM provider—OpenAI, Anthropic, Gemini, or run your own models offline for privacy. Create custom “subagents” for task specialization, leverage beautiful themes, and swap modes for interactive/automated workflows. Elevate your toolkit—community-driven and privacy-first!
https://github.com/vybestack/llxprt-code

Title: MemVault GitHub Action: Auto-Sync Project Docs & Code to Your AI Knowledge Graph
Description: Streamline documentation for your AI repos by auto-syncing code and docs from GitHub to MemVault’s Knowledge Graph with a simple GitHub Action. Every code push keeps your team, and AI agents, up-to-date—boost collaboration and productivity by plugging in real-time project knowledge.
Source link

Title: Middleware “Hopeless” Bridges Legacy SOAP APIs & AI Agents—Integration in 2 Weeks, Not 6 Months
Description: “Hopeless” lets you hook legacy SOAP APIs to AI voice agents in as little as two weeks, slashing typical integration times by 70%. Designed for rapid deployment and token efficiency, it brings modern AI capabilities to aging enterprise systems without the pain.
Source link

Title: RecallBricks: Smarter Autonomous Memory for AI Agents & Personalized User Experience
Description: RecallBricks brings plug-and-play context management to your AI apps—automatically tracking, updating, and categorizing user preferences and history with every use. Developers can quickly level-up personalization and adaptive behavior, fostering richer, contextual AI experiences.
Source link

Title: GitHub Enhanced: add-to-clipboard-for-ai.sh from MIT’s Distributed Systems—Boosts AI Project Workflows
Description: MIT releases a handy script as part of its distributed systems curriculum—making it easier to share, track, and manage code snippets when building AI-powered apps. Streamline your learning and collaboration on distributed, AI-rich projects with this new tool from academia’s bleeding edge.
https://github.com/danielfalbo/distributed-systems

Title: AI Security Goes Mainstream: Hollywood Launches the Creators Coalition for Ethical AI Use
Description: Over 500 top entertainment figures—Oscar winners, leaders, pros—unite in the Creators Coalition for AI (CCAI), pushing for transparency, consent, and artist compensation in AI-powered production while guarding against deepfakes. As AI transforms media, CCAI aims to make creativity and technology allies, not adversaries.
Source link

Title: City Installs Metropolis AI Plate Readers for Frictionless Parking—But Raises Major Privacy Alarms
Description: Charlottesville is deploying Metropolis’s AI-driven smart parking with license plate readers—eliminating tickets and automating payments but collecting vast car and biometric data. Residents get speedier access and free first-hour parking, but face limited opt-outs, fueling a fierce privacy debate.
Source link

Title: Twitter’s X.AI Allegedly Runs Stealth Web Crawlers for AI Data—Raising Scraping Ethics Questions
Description: Server admins have spotted a swarm of bot activity with telltale user-agents, believed tied to Twitter’s X.AI. By dodging CSS/images and running through Oxylabs proxies, these bots could be surreptitiously scraping the web for training data—spotlighting a fast-growing, controversial trend in AI data collection.
Source link

Title: AI-Powered Job Search Assistant Launches Real-Time LinkedIn Alerts for Fast-Track Hiring
Description: ApplyFirst scans job boards and sends instant LinkedIn updates for new postings—helping job seekers land interviews by being the very first applicants. Developed out of personal frustration, it has helped multiple users beat crowded tech and AI job markets with sheer timing advantage.
Source link

Title: AI Editor Shift: From Content Creation to Knowledge Retrieval in Obsidian & Second-Brain Tools
Description: Don’t just generate more content—use AI to surface and connect hidden knowledge in your note-taking app. By indexing and querying your own Obsidian “second brain,” AI can help you recall years of insights, spot patterns, and supercharge creative problem-solving.
Source link

Title: Open vs Proprietary: $4.3BN Legal AI Tools Lag Behind $20 ChatGPT—Industry Demands Real Solutions
Description: Despite massive VC funding, most legal-tech AI startups can’t surpass ChatGPT’s usefulness for most law offices. Lawyers crave robust, industry-specific, reliable tools—so the next legal AI breakthroughs will come from teams focused on unique, practical needs over hype or VC flash.
Source link

Title: AI Agents Get Smarter with Autonomous “Recall” Memory for Enhanced Context and Personalization
Description: Developers can now integrate smarter memory modules for LLM-based agents, letting them learn, update, and enrich user data over time—powering ultra-personalized AI assistants and more intuitive chatbots, with minimal code.
Source link

Title: Show HN: LegitControl Releases Auth-Friendly Git Solutions for AI Agent Collaboration
Description: LegitControl launches tools and protocols tailored for AI agents interfacing with Git: enabling secure, auditable AI-driven code changes, traceability, and shared agent-user workflows. Set the foundation for trusted, agent-driven software development!
Source link

Title: White-Collar Jobs in Flux: AI Boom Drives Both Layoffs and New Up-Skilling Races
Description: As companies automate with AI, office workers face insecurity—and a growing push to retrain and specialize in hot AI-related fields. Expect competitive upskilling and more focus on resilience as entire professional landscapes get reshaped by smarter automation.
Source link

Title: MIT AI, Math Researchers Use Simple Equations to Crack Complex Real-World Systems
Description: AI models are partnering with math researchers to break down complex phenomena into simple, interpretable equations—revolutionizing predictions in climate science, finance, and more. This hybrid approach means better, faster, more transparent modeling for critical global systems.
Source link

Title: VS Code and Copilot: All-in-One Open Source for Next-Gen AI Coding Workflows
Description: VS Code’s Copilot features—now converging into a unified, open-source extension—make AI suggestions faster, richer, and seamlessly available for open collaboration. Get involved and influence how AI supercharges everyday developer tools.
Source link

Title: Open-Source AI Pays Off: More High-Paying Jobs and Roles Are Emerging in 2025
Description: As AI spreads, new, lucrative roles—like AI Ethicist and ML Engineer—are flooding the job market. Upskilling and continuous learning are now more vital than ever for those wanting a career boost in technology’s hottest frontier.
Source link

Title:
Claude Royale: Open-Source AI Agents Master Clash Royale, Dominating Live on Twitch

Description:
Claude Royale unleashes autonomous, multi-agent AI that plays Clash Royale at a high level—achieving 1000+ trophies with live Twitch integration! Leveraging screen capture, deep deck analysis, and collaborative agents, this open AI project showcases real-time adaptation and live chat reactions. Explore cutting-edge game AI or tune in to the streams to see agents battling it out.
[Source link]

Title:
Firefox CEO Bets Big: Will the “AI-Powered Browser” Save Mozilla?

Description:
Mozilla’s new CEO signals a dramatic pivot—transforming Firefox into an AI-centric browser to regain relevance. Ambitious plans include integrated AI features, a push toward a trusted open software ecosystem, and new user controls. Loyal users debate whether this bold move will revive Firefox or alienate its base.
[Source link]

Title:
Windows 11: Microsoft Restricts AI Agent File Access, User Consent Now Mandatory

Description:
Responding to privacy backlash, Microsoft confirms that AI agents in Windows 11 can’t access personal files without explicit, folder-level consent. Granular controls now let users define which folders (like Desktop, Documents, and Downloads) can be AI-accessed. This transparency seeks to ease security concerns while keeping AI productivity front-and-center.
[Source link]

Title:
Analyze This: SecuraMem Delivers Forensic-Grade Proof for Offline AI Decisions

Description:
SecuraMem is a turnkey, air-gapped solution offering cryptographic logs of AI decisions for compliance-heavy sectors like healthcare and finance. Deployable in minutes without cloud dependency or vendor lock-in, it helps organizations demonstrate regulatory accountability for their LLM and AI-powered systems.
[Source link]

Title:
Seedance 1.5 Pro: Next-Gen AI Video Model Empowers Creators with Multi-Shot Cinematic Magic

Description:
Seedance 1.5 Pro lets marketers and filmmakers instantly generate stunning, multi-angle AI videos. Its advanced model produces fluid motion, dynamic transitions, and cinematic results in record time—perfect for content teams seeking both efficiency and impact. Try it to give your video workflow a futuristic edge.
[Source link]

Title:
Visual Relational Similarity: Breakthrough Dataset Helps AI “Think in Analogies”

Description:
A new dataset and metric, ‘relsim,’ pushes AI to recognize deep relational similarities between images—beyond surface features like color or shape. This research could spark smarter image search, creative retrieval, and analogy-driven generation, narrowing the gap between human and machine visual reasoning.
[Source link]

Title:
Grid Creator: AI-Powered Grid Paper & Image Slicing Tool Streamlines Design Work

Description:
Grid Maker turbocharges your design flow by combining precise AI-driven grid overlays with seamless image slicing. Perfect for guideline alignment, social post layouts, and fast batch exports—right in your browser, supporting all major image formats. Free credits included for new users!
[Source link]

Title:
Open-Source Surge: New Data Shows Roleplay Fuels OSS LLM Growth, DeepSeek Disrupted

Description:
OpenRouter’s latest report reveals proprietary AI still dominates, but open-source LLMs are gaining in fast-expanding roles—especially for programming and role-playing scenarios. Once-crowned DeepSeek now shares the spotlight with emerging models, as the OSS market spikes and user retention poses new challenges.
[Source link]

Title:
AI Agents in Security Spotlight: WebDecoy Detects Hidden AI Browser Extensions

Description:
With AI-powered browser plugins proliferating, security risks are mounting. WebDecoy uses DOM scanning, global variable detection, and API inspection to reveal invisible AI extensions that could exfiltrate data or hijack sessions. This tool is a must-have for app security and compliance teams.
[Source link]

Title:
Houseworthe & Claude Royale: Autonomous Agents Smash 1K+ Trophies with Multi-Agent Architecture

Description:
Claude Royale’s AI agents dominate in real-time, autonomous Clash Royale play, combining collaborative agent design, deck adaptation, and Twitch live streaming. The open framework showcases scalable AI gameplay—check it out for inspiration on building advanced game agents.
[Source link]

Title:
Tuby.dev: AI-Powered Rails Video Indexing—Advanced Tech Ed for Rubyists

Description:
Tuby.dev aggregates and indexes Ruby/Rails videos using Gemini 1.5 Flash and OCR for deep technical discovery. With advanced classification and local downloads, it surfaces content major platforms hide—making it the go-to hub for serious Ruby programming knowledge seekers.
[Source link]

Title:
SynapseMD: Cutting-Edge AI Scribe & Document Generator Revolutionizes Healthcare Workflows

Description:
SynapseMD empowers healthcare pros with a user-friendly AI scribe, real-time documentation, and actionable insights. Built to streamline medical workflows, enhance patient care, and foster secure, collaborative teams, the platform is continuously updated with the latest in AI innovation.
[Source link]

Title:
HumanText.pro: Free AI Humanizer Polishes LLM Output & Beats AI Text Detectors

Description:
Make your AI-generated text sound genuinely human with HumanText.pro—one-click rewriting that bypasses AI detectors and boosts engagement. Get 500 words free, no credit card required. Perfect for creators seeking natural, undetectable content refinement.
[Source link]

Title:
AI-Powered TraffickCam App Fights Human Trafficking with Hotel Image Data

Description:
TraffickCam crowdsources hotel room photos to geolocate and identify locations from trafficking victim images. Its model, enhanced with text and video search, aids the National Center for Missing and Exploited Children in real investigations. Every traveler’s photo can make a real-world impact.
[Source link]

Title:
Why Open-Source AI Tools Are Disrupting Proprietary LLMs—New Market Data Reveals

Description:
OpenRouter’s snapshot of the AI model market highlights surging open-source share and new use cases, even as vendor lock-in keeps proprietary tools strong. Novel consumer applications—especially roleplay and programming—drive OSS adoption, setting the stage for intensified platform battles.
[Source link]

Title:
Jagged Data: Harnessing Irregular Datasets for More Robust AI Models

Description:
A fresh look at “jagged” data—uneven, non-standard datasets—shows how embracing them can help build AI models that are both more resilient and expressive. Learn why handling jagged data is becoming a key differentiator in state-of-the-art machine learning.
[Source link]

Title:
Securing AI Accountability: Air-Gapped, Forensic-Ready Infrastructure in 15 Minutes

Description:
SecuraMem delivers cryptographic evidence for every AI decision—deployable offline, in just minutes, with instant compliance for HIPAA, FDA, and FRE. Ensure your LLM-backed processes are accountable and provable, minus vendor lock-in or ongoing cloud costs.
[Source link]

Title:
ACM Digital Library Rolls Out AI-Generated Article Summaries & Abstracts

Description:
The ACM Digital Library now offers generative AI-written summaries for technical articles—making research more accessible and discoverable than ever. This move accelerates literature review and empowers both newcomers and seasoned researchers to quickly survey new breakthroughs.
[Source link]

Title:
Apple TV’s Viral Intro Bucks Trend: Made with Real Props, Not CGI or AI

Description:
Apple TV’s latest intro video is turning heads—not for AI magic, but for using practical effects over CGI/artificial intelligence. In an AI-saturated era, this retro creative choice is itself a statement about tech and storytelling.
[Source link]

Title:
AI Meets Ethics: Why LLMs Should Face Higher Standards Than Humans

Description:
With AI systems increasingly making key decisions, a new article argues that we must hold them to stricter ethical and performance standards than people. Transparency, trust, and societal acceptance hinge on this crucial shift—read why policymakers and developers can’t afford to look away.
[Source link]

Title:
AI Programming Pitfalls: Top Challenges Uncovered After Five Months in the Trenches

Description:
After hands-on experience with leading AI-assisted coding tools, key challenges emerge: output quality, structuring hybrid human/LLM teams, and aligning intent with AI output. Solutions like task decomposition, intensive testing, and iterative workflows can make LLM-powered dev cycles deliver.
[Source link]

Title:
AI Market Shifts: Open-Source Upstarts Erode DeepSeek’s LLM Dominance

Description:
OpenRouter’s latest data reveals open-source LLMs have spiked in share, even as DeepSeek’s OSS market lead drops from 80% to 40%. With roleplay and programming use cases booming, the balance of power across proprietary and open-source AI is shifting fast.
[Source link]

Title:
AI Indexing for Ruby Videos: Tuby.dev Launches Gemini-Powered Tech Content Search

Description:
Tuby.dev uses Gemini 1.5 Flash and OCR for smart indexing of Ruby and Rails programming videos, offering advanced search and local downloads—making it easy for devs to find deep technical content often missed by YouTube’s algorithms.
[Source link]

Title:
AI-Driven Hotel Image Platform Aids Law Enforcement Against Human Trafficking

Description:
TraffickCam is empowering both travelers and analysts—crowdsourcing hotel room photos to build a reference dataset that helps the National Center for Missing and Exploited Children geolocate victims, now with AI multimodal search.
[Source link]

(Merged redundant posts, condensed market data into combined entries, and fully prioritized LLMs, AI tools, open-source repos, and agent news. Let me know if you need fewer/more picks, or want repos and demos surfaced with direct links where possible.)

Title:
Open-Source Parsley Instantly Converts Any Document to Structured JSON/CSV Using AI

Description:
Meet Parsley, an AI-powered document parser that turns PDFs (even encrypted) and images into clean JSON or CSV data in seconds. Define your own schema or harness the tool’s smart auto-detection, choose your favorite LLM (Google Gemini/OpenRouter), and automate workflows with its API-first design. Try it online via demo mode—no API keys required!
GitHub: https://github.com/bgwastu/parsley

Title:
GPT Image 1.5 Launches: Conversational AI for Fast, Context-Preserving Image Generation

Description:
GPT Image 1.5 introduces a natural dialogue interface to AI image editing—refine, combine, and iterate on visuals using conversation instead of constant prompt tweaking. The model brings fast, high-quality image generation with consistency across styles and seamless multi-image fusion. Try out this new way to communicate with generative AI for visual content creation.
Demo: https://gptimage.app

Title:
F. Incantatem: Debug Python with LLMs Using CLI, Decorators, or IPython Extension

Description:
Turbocharge Python debugging with F. Incantatem: this open-source tool analyzes exceptions via LLMs, offering explanations, root causes, and suggestions in rich markdown or interactive chat. Integrate it as a decorator, CLI, or within IPython—plus enjoy built-in features to redact sensitive information.
GitHub: https://github.com/Aguilar-AI/Fincantatem

Title:
BoardSpace: Real-Time AI-Powered Whiteboard Agent That Teaches Calculus Interactively

Description:
Experience adaptive learning with BoardSpace, an AI agent that delivers calculus lessons in real time, responds live to your questions, and adjusts teaching pace on a virtual whiteboard. The intuitive, user-friendly interface is designed for effective STEM education—test it now with a demo account.
Demo: https://useboardspace.com
Demo login – user: demotest@useboardspace.com / pass: emilio-plate-grit-breather

Title:
AI Trolley Problem Arena: Pit Major LLMs Against Classic Ethical Dilemmas

Description:
Test how leading AI models—GPT, Claude, Gemini, Llama, Grok, and DeepSeek—reason through trolley problems and moral puzzles. This interactive web tool streams their ethical justifications, exposing surprising model differences and sparking new discussions about AI values and alignment.
Try it: https://aitrolleyproblem.com

Title:
OpenScout: AI-Powered Platform for Effortless Data Collection and Real-Time Visualization

Description:
OpenScout simplifies AI web monitoring—gather, visualize, and analyze complex data fast, without coding headaches. Get actionable, real-time insights, and tap into a vibrant community sharing tips and workflows.
Source: https://openscout.ai

Title:
Google Labs Debuts ‘CC’: Gemini-Powered AI Productivity Agent for Gmail, Calendar & Drive

Description:
Meet CC, Google Labs’ new AI agent built on Gemini: it offers daily schedule briefings, actionable insights, smart email drafts, and personalized automation by connecting directly with your Gmail, Calendar, and Drive. U.S. and Canada users can join the waitlist—perfect for boosting productivity with AI at your side.
Info: https://labs.google.com/cc

Title:
Instantly Parse and Structure PDFs or Images Using Parsley’s AI-Powered CLI & API

Description:
Parsley turns messy documents—PDFs (even encrypted) and images—into structured JSON or CSV using AI, ready for automation. Define your custom schema or let AI guess it; export clean data and automate your workflows with ease. Runs via CLI or integrates neatly using its API.
GitHub: https://github.com/bgwastu/parsley

Title:
Python Devs: LLM-Powered Error Explanations Using F. Incantatem Decorators or CLI

Description:
Debug smarter in Python with F. Incantatem—get rich, contextual explanations and recommendations for any exception, all generated by LLMs. Works inside IPython, CLI, or as a code decorator. Great for teaching, rapid root-cause analysis, and sharing markdown-debug reports.
GitHub: https://github.com/Aguilar-AI/Fincantatem