
TraceLogicAI — See How AI Reaches Its Answers
Inspect AI pipeline reasoning traces and evaluate model groundedness.
malik_dixon1 · Product Hunt
TraceLogicAI: AI Architecture Evaluation Compare AI architectures with evidence, not guesswork
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Inspect AI pipeline reasoning traces and evaluate model groundedness.
malik_dixon1 · Product Hunt
TraceLogicAI: AI Architecture Evaluation Compare AI architectures with evidence, not guesswork


Input a project brief to generate alignment reports covering risks, questions, architecture and timeline.
@GroundedIQ · X
GroundedIQ exists to close the gap between what a client asks for and what actually gets built. That gap is where projects bleed — in change orders, blown timelines, and the slow erosion of trust between a consulting team and the people who hired them.

Evaluate AI systems for responsible and ethical AI practices.
@TheWhiz351 · X
I built two versions of the same responsible AI app using different vibe-coding platforms. Perplexity Computer: Base44: Try both. Which has the better design and user experience? #VibeCoding #ResponsibleAI

Generate AI-powered research topics, objectives, abstracts, methodologies and project materials.
@UdungeriPhymba1 · X

AI agents that search, summarize, and create content from academic papers.
colibris · HN
AI Assistant that verifies its own sources

Verify AI agent decisions locally with transparent reasoning and MCP integration.
brandon_grutkowski · Product Hunt
Aurora Glass-box Quantitative AI for Humans and Agents

AI platform to ask questions, generate images, and speak hands-free for better decision-making.
@Akinzoooo · X

Plan, run, and learn from experiments with AI support, connected protocols, and integrated records.
lcmchris · HN
Sous.bio – your sous chef in the lab

AI platform that analyzes plant suitability and ecological risk for site-level decisions in Africa.
@apicorafrica · X
Yes please, Apicora helps people understand plant suitability, ecological risk, and site-level decisions using structured African plant intelligence.

AI scans competitors and market data to validate if a startup idea is worth building in 90 seconds.
@Ebrahim_Rio · X
Most founders skip validation and pray. I automated the "worth building?" check. AI scans competitors, Reddit, and market data → Cook or Kill in 90 seconds. Killed? It surfaces the pivot the data actually backs.

Diagnose your knowledge gaps in technical fields and get a personalized AI-driven learning plan.
u/safi1409 · Reddit
I built a learning path builder tool powered by AI — maps your knowledge gaps and builds a focused learning path Hey everyone, sharing a side project I've been working on. The problem: When you're self-learning a technical field, you don't know what you don't know. Most people either follow a generic roadmap or keep consuming content without a clear picture of their actual gaps. I personally have completed multiple courses which reiterate the same thing because I was not sure if I had act