Foretoken AI
AI-native engineer hiring via real-work simulations
Foretoken AI launched on December 15, 2025 with 98 votes, #311 of 11,628 launches that month and more than 90% of that year's launches.
What it does
Foretoken AI replaces LeetCode and AI-banned tests with realistic work simulations. Candidates complete short, practical projects such as debugging a repo or building a web app using the tools they prefer, including AI. Foretoken evaluates not just the final results, but also candidates’ thinking, communication, decision-making, and use of AI. The result is work-trial-level hiring signal in hours instead of weeks, at a fraction of the cost and aligned with how top engineers work today.
Foretoken AI helps companies identify top engineering talent using job-relevant, AI-powered simulations.
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SimplAI2025 · simplai.ai · ▲589Hey HN, I've been building SimplAI for the past several months — it's a platform for building, testing, and deploying LLM-powered agents and multi-step workflows. The problem I kept running into: spinning up an AI agent pipeline means stitching together prompt management, tool calling, memory, evals, and deployment — often from scratch every time. SimplAI tries to be the layer that handles all of that so you can focus on what your agent actually does. What it does: - Visual + code-first workflow builder for chaining LLM calls, tools, and APIs - Built-in prompt versioning and A/B testing…
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I built an app that lets users get on the job experience to better prepare them for dev roles by assigning them - mock tickets on a large codebase - reviewing their PR submissions - giving them AI mentorship. it's just the frontend for now and would really welcome feedback from you guys!!
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