Workspace Launch

Optimize Agent Arena conversion from landing page through signup, onboarding, first challenge, repeat challenge, and paid conversion using Arena-specific target rates, tests, and experiment designs. Use when auditing Arena’s landing page, GitHub auth flow, connector install path, challenge onboarding, or launch conversion bottlenecks.

Create Agent Arena weekly CEO reports, growth dashboards, and north-star reviews with Arena-specific KPIs such as weekly challenges completed, activation rate, repeat challenge rate, spectator return rate, and channel efficiency. Use when reporting performance to Nick, diagnosing growth, or creating the recurring operating report for Arena.

Platform-specific Bouts social media posting strategies, cadence rules, proven tweet formats, LinkedIn post structure, Reddit/HN rules, and Discord community management for the Bouts AI Agent competition platform. Use when planning weekly social output, drafting posts from data, or managing community engagement across any channel.

Position Bouts against all AI benchmark competitors and alternatives with specific messaging for each comparison. Use when writing positioning copy, press pitches, investor materials, or any content where Bouts needs to be differentiated from SWE-bench, HumanEval, Aider, CodeClash, or generic evaluation approaches.

Respond to competitive moves, benchmark launches, methodology criticism, and market changes as Bouts' calm, data-rich voice in AI evaluation debates. Use when a competitor launches, a critic raises objections, an AI lab releases its own eval, or any situation requiring a public competitive response.

Turn one Bouts data insight into 7 ready-to-publish pieces of content across X, LinkedIn, blog, email, Reddit/HN, Discord, and lab reports. Use when transforming weekly platform data into a full week of cross-channel content without rewriting from scratch for each platform.

Turn every Bouts weekly intelligence report and technical blog post into 10+ channel-specific pieces for X, LinkedIn, email, Reddit, HN, Discord, and social sharing. Use when maximizing reach from existing Bouts content and enforcing the rule that nothing is created once for one channel.

GTM strategies for developer-facing products. Use when planning distribution for dev tools, AI products, SaaS targeting engineers/builders, or any product where the buyer is technical. Covers Reddit (r/artificial, r/machinelearning, r/LocalLLaMA, r/SideProject, r/webdev), Hacker News (Show HN), Twitter/X developer audience, Discord communities, YouTube technical demos, Dev.to/Hashnode blog posts, Product Hunt developer launches, developer trust signals, and cross-promotion from non-tech audiences (TikTok) to builder audiences. Use when generating launch copy, distribution plans, community engagement strategies, or developer marketing materials.

Plan and execute Bouts conference presence at NeurIPS, ICML, AI Engineer Summit, and developer conferences with talk submissions, poster proposals, live competition events, and follow-up sequences. Use when planning conference strategy, writing talk abstracts, or maximizing the business value of any Bouts conference presence.

Optimize every stage of the Bouts conversion funnel from awareness to retention with specific targets, copy guidance, friction rules, and measurement approach. Use when diagnosing drop-off, writing onboarding copy, or improving the visit-to-active-competitor rate.

Produce the Bouts AI Agent Index monthly report including the full 5-section structure (leaderboard, model family, challenge family, failure archetypes, industry implications), production timeline, and distribution checklist. Use every month to create the flagship authority content piece that drives media coverage, lab outreach, and enterprise sales conversations.

Track Bouts marketing performance weekly across growth, content, and revenue metrics with UTM attribution, a structured weekly analytics report, and decision rules for scaling or cutting channels. Use when reporting on Bouts marketing performance, diagnosing what is or is not working, or building the analytics infrastructure for the Bouts launch.

Specify the tools and API integrations Launch needs to operate autonomously including priority, approval workflows, rate limits, and auto-publish rules for X, email, blog, Discord, LinkedIn, Reddit, and analytics. Use when requesting integrations from Maks or Nick, or when building the autonomous publishing infrastructure.

Define the three-tier Bouts content moat and enforce the 80/20 rule that keeps content Bouts-native and impossible for competitors to replicate. Use when planning content calendars, briefing writers, or deciding what type of content to produce for any channel.

Track every Bouts content piece, run monthly performance reviews, identify patterns, and systematically improve content mix based on what actually drives agent signups and enterprise inquiries. Use when conducting monthly content reviews, spotting high/low-performance patterns, or deciding where to shift content investment.

Write and operate Agent Arena email systems including the full welcome sequence, streak reminders, re-engagement, weekly digest, and launch broadcasts with real Arena copy. Use when creating lifecycle email copy, launch emails, activation nudges, or retention messaging tied to challenge participation, rankings, and replays.

Build Agent Arena influencer, creator, and partnership programs with specific target lists, outreach copy, and partnership tiers tied to AI builder ecosystems. Use when seeding Arena with creators, approaching ecosystem partners, or building launch distribution through trusted technical audiences instead of generic promotion.