An outside-in plan for Coral — the open-source, local-first SQL runtime for AI agents — built on the same operating system we've run for Memori, Glean, CrewAI, and Perplexity. Tuned to Coral's wedge: token efficiency, MCP-native architecture, Apache 2.0, and the upcoming Coral Cloud launch.
A 42-vendor SWOT (Steampipe, MindsDB, CData, Composio, PromptQL, Zapier MCP, vendor MCPs from Datadog/Honeycomb/Grafana, AI SRE agents, IDPs, federation engines) confirms the wedge — and the timer.
Why DevRel is the lever. Coral does not need more engineering hours — it needs community-led plugin velocity, public reference customers, and a defining content narrative before Steampipe relicenses, MindsDB pivots agent-native, or Anthropic ships a first-party MCP aggregator. We attack those three gaps directly.
Same 7-initiative framework we ran for Memori and CrewAI, tuned to Coral's wedge. Every program ties to a specific Strength to amplify, Weakness to close, Opportunity to capture, or Threat to neutralize.
Public registry at withcoral.com/sources, tiered badges (Official / Verified / Community), Source Spec Cookbook, automated linting, weekly author office hours, featured-source rotation.
Official reference repos + 5-min videos + token-savings calculator for Claude Code, Cursor, Continue.dev, Sourcegraph Cody, Goose, Aider, Devin, Cline. Co-marketed with Anthropic for the Claude Code reference.
Quarterly published benchmarks across new model releases (Opus 4.7, GPT-5, Gemini 3) on identical task sets. Open-sourced harness. Side-by-side vs Composio, Anthropic reference MCPs, Steampipe, vendor MCPs, MindsDB. We define the metric before competitors do.
12-week cohort, 8–10 companies per batch, 4 batches/year. White-glove from the founders. Free Cloud access for life at 50% off. In exchange: case study, quote, co-presented talk. Public Demo Day livestreams each quarter.
$200–$2,000 per merged spec depending on complexity tier. $5K top quarterly contributor, $10K annual grand prize. Public leaderboard. Quarterly themed Hack Weeks (Observability, Customer-Data, Security-Tooling, Finance). $150K/yr budget targets ~100 new specs/year.
Weekly office hours (Tuesdays 11am PT). Discord investment (7 dedicated channels). 1 team post + 1 community post per week. Biweekly newsletter The Coral Reef. Weekly YouTube. Podcast guesting (Latent Space, AI Engineer, Practical AI, ChangeLog).
Backstage plugin (Apache 2.0), Cursor Marketplace featured entry, VS Code MCP gallery, Smithery/mcp.run/Klavis cross-listing, AWS + Azure Marketplace for Cloud, Anthropic co-marketed reference architecture.
Source Spec Cookbook v1 · Reference architectures for Claude Code + Cursor · Benchmark drop on Opus 4.7 · Discord investment, weekly office hours · Cohort #1 applications open · Bounty program launches with $50K initial pool.
Milestone: 8k stars, 130 sources, 1,500 weekly active devs.
Cloud launches with multi-tenant SaaS, shared credential vault, audit logs, RBAC. AWS Marketplace listing. Backstage plugin GA. Cohort #1 Demo Day livestream. Cohort #2 opens. Second benchmark drop. Anthropic co-marketed launch.
Milestone: 12k stars, 180 sources, 3,000 WAD, 25 Cloud teams paying.
AI Engineer World's Fair + KubeCon presence. Plugin SDK v2. Cohorts #3 + #4. Third + fourth benchmark drops. First analyst recognition targets (Gartner Cool Vendor, Forrester Wave inclusion).
Milestone: 20k stars, 250 sources, 5,000 WAD, 50 Cloud teams, $500K ARR.
Coral keeps engineering focus on the runtime. We bring the playbook, the tools, the talent network, and the cadence.
We've run this same 7-initiative framework end-to-end at four other AI/ML companies. Coral inherits the playbook on day one.
Interactive strategy site with ecosystem, community, marketplace, and partner programs. Same 7-initiative framework adapted to the multi-agent orchestration market.
SF startup residency, weekly workshops, monthly hackathons, bounty system, grants, MCP marketplace. The pattern we're proposing for Coral.
90-day growth plan and ecosystem vision for the Sonar API. Strategic presentation focused on developer acquisition and use-case expansion.
Our internal operating system for running fractional DevRel — Next.js app with OpenClaw agent, PostHog tracking, CRM integration. Powers all four programs.
$155K covers Phase 1 Foundations — Source Spec Cookbook, weekly office hours, Cohort #1 prep, first benchmark drop, two reference architectures, Discord investment. Quarterly review gate to expand into the full Year 1 engagement.
This removes the production alias coral-devrel.vercel.app via Vercel's API. The site stops resolving within ~30 seconds.
Reversible: vercel deploy --prod from local re-attaches the alias.
Click anywhere to abort.
Removing alias…
Self-destructed.