[nevrai]

## Products

24 products. All built solo with Claude Code and a custom agent factory.

CoffeeBot

LIVE

AI coffee recommendation quiz. Answer 5 questions, get your perfect brew.

AstroTailwindGroqCloudflare Pages

82 coffee profiles generated

InkCloak

LAUNCHING

AI text detector + humanizer. Fine-tuned DeBERTa (AUROC 0.9948) + adversarial paraphrasing. GPU inference on RunPod.

Next.jsDeBERTa LoRARunPod ServerlessPythonCUDA

AUROC 0.9948 detection accuracy

Scrutly

PLANNED

Free AI text detector. Simple, fast, no signup required.

AstroDeBERTaCloudflare Workers

Tool Sites

LIVE

199 programmatic SEO pages across 5 niche domains. AI-generated content with human editing.

AstroMDXCloudflare Pages

199 pages across 5 domains

OpenClaw Finance

BUILT

5 specialized agents for financial analysis and reporting. DeepSeek R1, Docker.

PythonDeepSeek R1-0528DockerSQLite

5 agents, deployed on 2 machines

RackCloud

BUILT

IaaS provider architecture: 400+ bare-metal servers, 17 services, billing, dashboard. Hetzner/DO alternative.

Claude OpusProxmoxPython

17 IaaS services, 400+ servers, 10 racks

DIYCalc

LIVE

Free calculators for concrete, mulch, gravel, paint, tile — with bag counts, cost estimates, and buying guides.

AstroMDXCloudflare Pages

30+ calculators

FitCalc

LIVE

TDEE, BMI, body fat, macro, calorie calculators — science-backed formulas with personalized recommendations.

AstroMDXCloudflare Pages

40+ calculators

## AICPO Platform — 16 systems under one hood

AICPO Platform

LIVE

Chat with AI, extract facts, generate 43 strategy artifacts. Rails 8, multi-model LLM cascade, 3-panel workspace.

Rails 8ActionCablePropshaft

43 artifacts, 16 systems

Autonomous LLM Runtime

LIVE

Dynamic model discovery every 12h. Groq→OpenRouter→Bootstrap cascade. Auto-blacklist dead models. Frustration-triggered escalation. $5/day budget gate. 2K tokens instead of 25K per request.

GroqOpenRouterRedis

7 failover levels, 0 downtime

AI Discovery Engine

LIVE

3 research rounds. DuckDuckGo + TG channel validation (subscribers ≥50, freshness <90d). Article extraction. LLM filters only relevant insights. 90-day cache.

DuckDuckGoGroqPostgreSQL

3 rounds, 90-day cache

Dual-Brain Chat

LIVE

Groq (0.5s response) for standard queries. Frustration detector (5 triggers: negative tone, stagnation, repetition) → auto-escalation to Claude. De-escalation when conversation normalizes. 90% token savings.

Groq 0.5sClaudeSSE

5 triggers, 0.5s → Claude

Artifact Pipeline

LIVE

43 types of strategy artifacts. Pipeline: Groq builds structure → Gemini generates → Groq validates. Auto-retry if score <0.5. A/B test models via ?model= param.

GroqGeminiOpenRouter

43 types, 3 stages

Semantic Memory

LIVE

pg_vector embeddings + cosine similarity. Facts searched by meaning, not keywords. Auto-tracking coverage of 19 AJTBD data points.

pg_vectorcosine similarity

19 data points, vector search

Product Health Monitor

LIVE

PostHog, Stripe, GA4, Telegram, and more. Import external data, auto-extract facts, credit-gated.

PostHogStripeGA4

6 connectors, real-time

Team OS

LIVE

Full org management: invites, roles (owner/admin/editor/viewer), SAML + OIDC SSO, audit logs, per-member usage.

SAML 2.0OIDCRBAC

SAML + OIDC, 4 roles

Self-Evolving Prompts

LIVE

Weekly auto-draft of improved prompts from negative feedback. Prompt versioning with performance snapshots.

Groqcron

auto-draft weekly

Evolution Pipeline

LIVE

Daily feedback digest. Weekly Claude Sonnet analysis of patterns. Auto-generated evolution backlog with priority scores.

Claude SonnetGroq

Feedback → AI → Backlog

Research Corpus

LIVE

Cross-user research corpus. TG channels, articles, insights cached with TTL (posts 24h, articles 7d, insights 90d).

PostgreSQLSHA256

cross-user, TTL 90d

Pain Extractor

LIVE

Extract facts from chat, email, Telegram, connectors. Map to 19 AJTBD data points. Auto-update project brief.

Rails engineGroq

4 sources → 19 fields

Credit Engine

LIVE

Row-locked atomic deductions. 6 tiers (free→enterprise). Monthly limits with soft/hard enforcement. Transaction history.

PostgreSQLrow locks

6 tiers, row locks

Tokenomics Guard

LIVE

Per-request token usage and cost tracking. $5/day budget limit. Alert at 80%. Auto-fallback to free models when exceeded.

RedisPostgreSQL

$5/day, alert at 80%

Email Bridge

LIVE

IMAP poll every 2min. Auto-routing replies to workspace projects. Attachment validation. Ephemeral message storage.

IMAPSMTPActionCable

poll 2min, auto-routing

PDF Publisher

LIVE

Generate print-ready PDF from any artifact. Public token-based links. B4 format, watermark, no login required.

RailsHTML to PDF

B4, watermark, public links