Telika
AI that turns your startup into something capital trusts.
Telika launched on May 14, 2026 with 5 votes, #2,008 of 20,538 launches that month and more than 75% of that year's launches.
What it does
Telika turns what you have built into something capital can trust. You create your profile once. Our AI analyses your team, traction, market, financials, and impact, gives you a Telika Score, shows your strengths and gaps, and tells you exactly what to improve. No more guessing, no more starting from zero. Your Telika ID becomes the link investors open instead of a deck, growing with you as you grow.
Ai that turns what startups build into something capital can trust.
Get funded faster. Invest with confidence. Telika uses AI to vet African startups, creating transparent scores that connect founders with funders. Build your Telika Score and showcase your startup's credibility to investors. Our AI-powered vetting process verifies your team, traction, financials, and market opportunity — giving you a transparent, data-driven profile that helps you stand out. Discover pre-vetted African startups with verified data. Telika's AI scoring system provides due diligence insights, risk assessments, and standardized metrics so you can make informed investment decisions faster. A transparent, AI-generated score (0–100) that evaluates startups across multiple…from telika.ai
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rule30: Would we back your startup + whyDec 2025 · founder.rule30.vc · ▲46Share your LinkedIn. Receive a decision + reasoning in 24h.
KnowYourCompany.aiJul 2026 · knowyourcompany.ai · ▲30Uncover Hidden Insights, Invest with Confidence
- IMI made a tool to help collect and validate startup ideas2024 · keepmyidea.app · ▲38
Hey HN, I’m Kyrylo. I recently created a small tool that lets you gather, refine, and validate SaaS/startup ideas using AI. I used to jot down my product ideas in a note apps, but it wasn’t very practical for collecting feedback or refining them. So, I built this tool to make the process easier. Here’s how it works: 1. Enter a brief description of your idea. 2. The app uses AI to generate project details. 3. Share your idea via a link that includes a feedback form. It’s pretty straightforward, and I’d love to hear your thoughts or any suggestions!
Source: Product Hunt launch ↗
Launched alongside, May 2026
the whole month →

Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai



Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com

🌱 Private, quiet space for thinking. Simple app for .md files. - zakirullin/files.md
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