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fmerianstarted a discussion
Kimi K2.6 vs. Claude Opus 4.7
Kimi K2.6 launched last week on Product Hunt, 4 days after @Claude by Anthropic Opus 4.7. How do they really compare? The @Kilo Code team ran the comparison. They gave both models the same workflow orchestration spec and reviewed the code. Here's what review turned up. Key takeaways Claude Opus 4.7 ran 31 tests, all green. 1 real bug. Kimi K2.6 ran 20 tests, all green. 6 confirmed issues....
Tabstack is a web data and automation API that delivers reliable structured output. Pass a URL and a schema, get back JSON that matches every time. Run research in one call and get cited answers back. Automate browsers without running infrastructure. The intelligence is built into every API call. No scraper to build, maintain, or watch break when a site changes. Built at Mozilla.
TabstackExtract web data and automate browsers, no scraper required.
fmerianstarted a discussion
Plurai - Setting up the launchpad
Plurai is launching on Product Hunt this week, introducing the first vibe-training platform to build real-time, tailored evals for your AI agents, with high accuracy, at a fraction of the cost. I had the opportunity to collaborate with their team on this first launch after months in stealth modeI - no pressure - and wanted to share with you some insights on how we prepped it. Setting up the...
CodeHealth MCP Server ensures agents and AI coding assistants write maintainable, production-ready code without introducing technical debt. Using deterministic CodeHealth feedback, it guides agents to spot risks, improve unhealthy code, and refactor toward clear quality targets. Run it locally and keep full control of your workflow while making legacy systems more AI-ready. The result is more reliable AI-generated code, safer refactoring, and greater trust in real engineering workflows.
CodeHealth MCP Server by CodeSceneKeep AI-generated code healthy and maintainable
Vibe training for AI agent reliability. Describe what your agent should and should not do — Plurai generates training data, validates it, and deploys a custom model in minutes. It feels like vibe coding, but for evaluation and guardrails.
No labeled data. No annotation pipeline. No prompt engineering. Under the hood, small language models deliver sub 100ms latency, 8x lower cost than GPT as judge, and over 43% fewer failures. Always on, not sampled. Built on published research (BARRED).
PluraiVibe-train evals and guardrails tailored to your use case
fmerianleft a comment
@ilankad23 neat product - keep up the great work
PluraiVibe-train evals and guardrails tailored to your use case
fmerianleft a comment
This team just coined the concept of vibe-training: real-time, tailored evals for your AI agents, with high accuracy, at a fraction of the cost. Brilliant.
PluraiVibe-train evals and guardrails tailored to your use case
Actian VectorAI DB is a portable vector database built for AI beyond the cloud. Developers can store, retrieve, and reason over data locally, delivering low-latency vector search on embedded, edge, on-prem, and hybrid systems - with a 22x QPS advantage over Milvus and Qdrant at 10M vectors. Build once, deploy consistently, without relying on cloud-native infrastructure. Teams maintain full data ownership and predictable behavior across edge, on-prem, hybrid, and cloud environments.
Actian VectorAI DBThe portable vector database for AI agents beyond the cloud
Who on your team shipped more with less? Which repo is silently eating your AI budget? Edgee Teams gives coding assistants their missing dashboard. Invite your team, connect GitHub, and every session gets tracked, attributed, and ranked. Compare compression ratios across developers. Share session stats publicly or keep them private. Climb the monthly leaderboard and claim the title of biggest token spender. Built for teams shipping with Claude Code, Codex, and other agents.
Edgee TeamStrava for your coding assistants
Turn CSV or Excel files into clean, presentation ready charts in seconds. Upload your data, customize your visuals, and export to PNG, SVG, or PDF for reports and documents. No coding, no setup, completely free.
Free chart generator by EmbedfulTurn CSV & Excel files into charts in seconds
BAND helps teams enable and govern interaction across distributed AI agents and human teams. Through a shared interaction layer, it supports real-time multi-peer collaboration with built-in governance, giving organizations a structured way to manage how agents communicate and coordinate. Unlike orchestration tools or agent frameworks, BAND governs the interaction layer itself, reducing fragmentation and making collaboration reliable at scale.
BANDCoordinate and govern multi-agent work in a single chat
Beezi AI is a platform for orchestration of AI-driven software development. It helps teams structure tickets for better prompts, route tasks to the right models, and track AI usage and costs in real time.
With the Analytics Hub, Smart Ticket System, and Model Routing Optimizer, teams reduce rework, control AI spend, and scale development with predictable, measurable outcomes.
Beezi supports secure on-prem or private cloud deployment with full control over data and models.
Beezi AIMake AI development structured, secure, and cost-efficient.
Skill Inspector helps you analyze and understand the capabilities, risks, and behaviors of AI skills before they reach production. It inspects how skills are defined, what tools and permissions they rely on, and how they behave across different scenarios. Whether you're building copilots or AI-powered apps, Skill Inspector gives you the visibility and confidence to ship AI safely. Identify risky patterns, validate skill behavior, and ensure your AI does exactly what you expect - no surprises.
Skill InspectorAudit your AI agent skills to avoid malware
Send webhooks in minutes for one-tenth the cost. Outpost is open-source infrastructure that delivers to webhooks, SQS, Pub/Sub, RabbitMQ, Kafka, and more. Multi-tenant, at-least-once delivery, customer portal — self-hosted or managed.
Hookdeck OutpostOpen-source outbound webhooks for your platform
fmerianleft a comment
Update: @Raycast just announced the rollout of the new Raycast has officially started 🎉
The new Raycast is (almost) here
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An AI chat interface for the storyboard, Story copilot lets builders in Tines create intelligent workflows from natural language. Beyond building, use Story copilot to optimize workflows for more efficient runs and understand how complex workflows work or why actions fail.
Cut build time from hours to seconds as you automate your most important workflows with Tines and Story copilot.
Tines Story copilotA conversational AI interface to build intelligent workflows
Building ad integrations with Meta, Google, TikTok, LinkedIn, Pinterest, and X means 6 developer apps, 6 OAuth flows, 6 campaign object models, and months of engineering. Zernio replaces all of that with a single endpoint. No developer app required. Bearer token auth. One normalized data model.
The Ads API joins Zernio's existing social layer: publishing, comments, DMs, and analytics across 15 platforms.
Zernio Ads APICreate, manage & report ads on 6 platforms via one API
fmerianleft a comment
K2.6 offers SOTA-level performance at a fraction of the cost. It's open-weights, it's fast, and optimized for long-context tasks across the codebase, as well as the day-to-day work needed to support an always-on agent like @OpenClaw and @KiloClaw. Impressive.
Kimi K2.6Open-source SOTA for long-horizon coding and agent swarms
fmerianstarted a discussion
Launching TwelveLabs on Product Hunt again - Lessons learned
TwelveLabs just introduced Pegasus 1.5, their most significant leap in generative video AI, transforming video into a queryable, structured data asset. They're launching today on Product Hunt. Fun fact: This is their 2nd official launch there. Previously, the video AI company launched Marengo 3.0 in December 2025. [1] They ranked among the Top Products and got featured in Product Hunt's...