[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