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AIDEAZZ · SEPTEMBER 2026 · PANAMA CITY
● AI OPS WIKI · 21 INCIDENTS · LIVE ● AI VISIBILITY AUDIT API · LIVE · FREE ● OPEN TO FOUNDING AI HIRE ROLES ● ACCELERATOR CONVERSATIONS

Adaptive AI agents that help you
thrive on the go.

9 autonomous agents in production + AILA blueprint. One developer since Jan 2025. Under $15,000. The stack is still shipping — gates, wiki, outreach, concierge — on the same shared infrastructure.

Built to prove I can ship. Primary goal: join the right team as a founding AI / applied-AI engineer. Investment is welcome — stable income is the mission.

0+1
Agents in production · 1 blueprint (AILA)
0mo
Solo build time — one operator, one server
<$0K
Total capital invested
~$0
Monthly infra cost
02//THE PROBLEM

Most people can't afford the tools
that high-performing businesses run on.

Especially when you are adapting to a new country, a new language, or a new career — without a team, a budget, or a safety net.

01 / Adaptation

Language & cultural shift

280M+ people navigating daily life in a second language with no affordable, always-on support.

02 / Career

Navigation is broken

Job hunting rewards templates, not signal. ATS forms, ghosting, zero feedback loops — especially for non-traditional profiles.

03 / Building

Solo builders, no team

Founders and small teams can't afford the engineering bandwidth that their ideas actually require.

03//THE SOLUTION

An ecosystem of autonomous agents,
each owning a real problem end-to-end.

Not a platform. Not a wrapper. Each agent is a production system: scraping, scoring, deciding, acting, notifying — 24/7. WhatsApp send is still a human click. Blog, wiki, email, and research loops are gated and logged.

INFRASTRUCTURE

One VM. One database. 9 agents + blueprint.

All agents share one Oracle Cloud VM and one Oracle Autonomous Database. A watchdog polls every product's health check and restarts what dies — failures surface in Telegram, never silently. ~$0/month on Oracle free credit grant.

MODEL ROUTING

Cost-conscious by design

Five-provider fallback chain — Claude, OpenAI, Gemini, Grok, Groq — ordered per task: quality paths lead with the strongest model, classification with the cheapest that clears the bar. Provider retirements are a one-line config change.

VOICE-FIRST

Voice interfaces on every agent

Groq Whisper transcription. Accessible via WhatsApp and Telegram — no app install required. Sub-2s latency on EspaLuz.

EVALUATION

Production-grade eval harness

550-test, 4-layer VJH harness ($0.03/run). Daily blog grounding gate: fail-closed on unsourced numbers, fail-open on cadence. Named failure modes live in the AI Ops Wiki (21 incidents, 18 failure modes).

04//WHAT'S LIVE

9 agents in production. 1 blueprint.

Every agent below runs 24/7 on Oracle Cloud, coordinating through shared database tables. Verifiable via pm2 list + systemctl is-active. Real users. Real deploys. AILA is the next-layer architecture blueprint, not yet deployed.

Agent Function Platform Status
EspaLuz WhatsAppBilingual tutor, voice-first, 50+ emotion detectionWhatsAppLIVE <20 paying
EspaLuz TelegramBilingual tutor, structured lessonsTelegramLIVE
EspaLuz InfluencerAutomated social content EN/ESTelegramEARLY
CTO AIPAOps brain — GitHub webhook → diff → LLM review → comment; outreach, concierge, briefingsTelegram + APILIVE 80+ commands
CMO AIPAGEO+SEO, grounded daily blog, wiki, inbound concierge, outreachOracle + HubSpot + TelegramLIVE gated
AtlasAd-market radar + campaigns — detect → sell → measure, weekly, 7 verticals, GA4 outcomes fed backWeb + Telegram + HubSpotLIVE weekly
VibeJob HunterAutonomous job search, scoring, ATS automationTelegramVERIFYING
OpenClaw ShortlistYC AI company shortlist, voice interfaceTelegramLIVE
Algom Alpha / DragonTradeCrypto research + auto-postingX (Twitter)FRAGILE
Atuona Creative AINFT gallery + automated AI film studio — clips in, finished film outPolygon + Telegram + WebLIVE 6 films
AILAAdaptive Intelligent Life Assistant — orchestrates all 9 agents, longitudinal personal memoryHive / OracleBLUEPRINT
05//AGENT SPOTLIGHT

EspaLuz — bilingual tutor,
voice-first, emotion-aware.

EspaLuz AI Tutor
Spanish ↔ English · family-aware context · WhatsApp + Telegram + Web
LIVE <20 PAYING RETAINED SINCE 2025
CORE FEATURES
Two-layer memory — LangChain conversation context + pgvector RAG per family, so November's answer can depend on June's form
50+ emotion detection — cultural shock, language anxiety, homesickness
Voice processing — sub-2 second latency via Groq Whisper
OCR image translation — extract text from photos, translate inline
Multi-platform — WhatsApp Cloud API + Telegram + Web, one core engine
PayPal subscriptions integrated (payment sync is current fix priority)
HONEST SIGNAL

Fewer than 20 paying subscribers — but they have been retained since 2025 with zero marketing spend. People paid, stayed, kept using it. That is the retention signal worth scaling.

06//AGENT SPOTLIGHT

CTO AIPA — code review pipeline,
multi-model, cost-routed.

CTO AIPA
GitHub webhook → diff fetch → deterministic analysis → LLM routing → GitHub comment + Oracle write
LIVE 80+ COMMANDS 08:00 BRIEFING
PIPELINE
01
Webhook trigger — any push to monitored repo
02
Diff + security scan — deterministic complexity + CVE detection
03
LLM routing — five-provider chain ordered per use case; quality leads with Claude, volume with the cheapest that clears the bar
04
Posted comment + Oracle DB write for audit trail
05
Telegram notification to founder — every review, every repo
WHY IT MATTERS

The technical co-founder as software: /code and /fix open real pull requests from a phone, a human keeps the last click, and a synthetic lead runs the whole pipeline daily at 07:45 — silent on pass, alerting on failure. Multi-model routing with explicit cost reasoning.

07//AGENT SPOTLIGHT

VibeJob Hunter — production eval
harness, 4 layers, $0.03/run.

VibeJob Hunter
Autonomous scrape → score → route → apply → follow-up — 218 ATS endpoints monitored
DELIVERY VERIFYING 550 TESTS
EVAL HARNESS — 4 LAYERS
L1
Keyword scoring — deterministic, <1s
L2
Bias compensation — penalty layers for wrong role, wrong stack, US-only
L3
Golden-set routing — 22 human-labelled jobs as ground truth
L4
LLM-as-judge — Claude Haiku validates agreement ≥75% threshold
Cost — $0.03/run. Catches regressions before deploy.
PIPELINE — LANGGRAPH (LIVE APR 2026)

7-node StateGraph: gate → score → route → submit/outreach/discard → notify. SQLite checkpointer per job_id eliminates duplicate processing. Human-approval interrupt for score 60–69. Real HTTP status + confirmation_id capture on every ATS submission. First Oracle cycle: 8 jobs, all correctly discarded, zero errors.

Sep 2026: the target-role list lives in one shared registry rendered into every prompt and gate, guarded by 413 contract tests; a dry-run replay of 51 rejected jobs proved 20 were wrong before deploy.

08//AGENT SPOTLIGHT

CMO AIPA — gated
marketing engine, still shipping.

CMO AIPA — GEO + SEO Engine
Runs on Oracle. Daily blog is grounded. Wiki publishes failure modes. Inbound drafts itself. WhatsApp send is still a human click.
LIVE GATES + WIKI
01 / DISCOVERABILITY

Structured data

JSON-LD, OpenGraph, hreflang EN/ES, build-time sitemap. Money page is /portfolio — every surface links back. Since Sep 2026, llms.txt and a dated geo-manifest also point answer engines at the Visibility API and the podcast.

02 / GROUNDING GATE

Daily blog, fail-closed on claims

Own blog at aideazz.xyz/blog + Dev.to canonical. Unsourced numbers skip. Cadence salvages from measured evidence so the day still ships.

03 / DEDUP

Token-overlap duplicate guard

Stops near-copies, not just identical slugs. Existing duplicates get a canonical — never deleted. Never canonicalise onto a fabricated-stack post.

04 / CONCIERGE

Inbound → Fable 5 draft → send

HubSpot chat + portfolio form → Telegram → Claude Fable 5 drafts the reply → Resend. A dedicated watchdog re-drafts through the 5-provider chain if the primary dies, so one vendor outage does not kill the inbox.

05 / HUBSPOT AUTOPILOT

Leads found, staged, followed up

Prospects discovered automatically (SERP + hiring boards + product launches, Bright Data enrichment) land in HubSpot with a tested WhatsApp link and a one-click email. A send moves the deal to Sent and creates a follow-up task; Resend webhooks mark delivered / opened on the deal — true delivery data, not assumptions.

06 / WIKI

AI Ops Wiki · 21 incidents

Named failure modes from production — including the prompt is a source. Live at /ai-ops-wiki.html.

08b//PUBLIC SURFACES

Products anyone can use — today,
not a roadmap.

AI Visibility Audit API · Podcast · Blog · Wiki
Four public surfaces, each live on its own URL. No login, no demo call, no slide-ware — open any of them now.
LIVE FREE TO TRY
01 / AI VISIBILITY AUDIT API

Is your site quotable by AI?

Public REST API. 34 automated checks in four weighted categories — AI crawler access 25%, structured data (GEO) 25%, answer-readiness (AEO) 30%, technical foundation 20% — returning a 0–100 score, a grade and a prioritised fix list.

02 / SIX AI CRAWLERS

Per-engine verdicts

Reports separately whether GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended and CCBot may read the site — the blocker most owners never see.

03 / TRY IT

Free score in seconds

Instant check at aideazz.xyz/api, or call it with the public demo key. The API is also the opening offer for AEO/GEO consulting work.

04 / PODCAST

Building in Public On The Go

AI podcast by Elena Revicheva — 11 episodes live, with an RSS feed. Listen at podcast.aideazz.xyz.

05 / BLOG

150+ posts, grounded daily

English and Spanish at aideazz.xyz/blog, cross-posted to Dev.to. A post that cites a number it cannot source does not publish.

06 / AI OPS WIKI

21 incidents · 18 failure modes

Real production incidents, each with its named failure pattern, written from verified records — never re-told by a model. /ai-ops-wiki.html

HOW THEY CONNECT — build sessions become wiki incidents → the wiki publishes to the blog and Dev.to → all 11 podcast episodes link back to their blog posts → blog and wiki are listed for AI crawlers in llms.txt, the sitemap and a dated GEO manifest → a weekly probe checks whether AI answer engines actually cite them.

08c//AI VISIBILITY LAYER · API + AEO / GEO / TECH SEO

Built to be read and quoted
by AI answer engines.

AI Visibility Audit API — the product and the instrument
I sell it, and I run it on every surface I own. 34 checks in four weighted categories, plus a verdict for each of six AI crawlers.
LIVE SELF-AUDITED 19 SEP
01 / GEO — MACHINE-READABLE IDENTITY

Facts a model can cite

JSON-LD for the organisation, the person, the site, FAQs and lists; llms.txt plus its .well-known mirror; a dated geo-manifest naming the API, blog, wiki and podcast.

02 / AEO — ANSWER-READY CONTENT

Content shaped as answers

150+ grounded blog posts (EN/ES), 21 wiki incidents with named failure modes, 11 podcast episodes linked to their posts, FAQ markup on the ops runbook — every figure traceable to a source.

03 / TECH SEO — CRAWLABLE BY DESIGN

Nothing hides from the crawlers

robots.txt explicitly allows AI crawlers (GPTBot, ClaudeBot, PerplexityBot and more); a 173-URL sitemap plus the podcast sitemap; static pages served from an IPFS edge.

04 / SELF-AUDIT · 19 SEP 2026

The API, run on my own products

aideazz.xyz 100 A+ · podcast 100 A+ · ops runbook 100 A+ · /api 98 A+ · wiki 93 A+ · atuona.xyz 69 C — 0 of 6 AI crawlers allowed: the audit's own finding, fix queued.

05 / DISTRIBUTION

One story, every channel

LinkedIn, Instagram and YouTube through Buffer and Make.com — including a daily rotation of the API's own product film — and X through Algom Alpha on the X API.

06 / MEASUREMENT

Citations, not assumptions

A weekly probe asks Google AI Overviews, Gemini, OpenAI search and Perplexity real buying questions and records whether AIdeazz is cited, named without a link, or missed.

09//AUGUST 2026 · TECH THAT SHIPPED

The stack got stricter
not louder.

May was the Bright Data loop. June–August was gates, a wiki, and making sure a publish never claims a resume it did not attach. Same VM. Same 9 agents. Better engineering.

FAIL-CLOSED ON CLAIMS

Grounding gate + evidence fallback

Daily publisher refuses unsourced numbers. A leftover figure in the prompt is treated as a source — that is a named failure mode. Salvage rewrites against measured evidence; if that still fails, the day ships an evidence-only post. Silence is correct only when there is nothing to measure.

NAMED FAILURE MODES

AI Ops Wiki · 12 chapters

Production incidents, one concept each — including the prompt is a source and git is not the origin (the live IPFS pin, not the git SHA, is what the public site is). No customer data. Verified from logs.

OUTREACH THAT CANNOT LIE

Cc + PDF on the one-click email

Resend MIME attach. PDFs only, from one folder, ≤5 MB, %PDF- magic-byte checked. If a listed file fails to load, the send is refused — the email never claims a resume it did not attach.

INBOUND + DEDUP

Concierge chain · duplicate guard

Portfolio form and HubSpot chat draft via Claude Fable 5, with a watchdog that re-drafts through a 5-provider chain if the primary dies. Near-duplicate blog posts are blocked by token overlap, not slug equality. Old copies get a canonical tag — never a delete.

still live from May: Bright Data Web Unlocker + SERP + Scraping Browser behind an autonomous Claude loop (/research_company, /research_employer, /research_competitor). Hackathon proof, not the newest chapter. VibeJob Hunter eval harness (131 tests, 4 layers, $0.03/run) is still the scoring spine — delivery remains VERIFYING.
10//METHODOLOGY

One developer shipping
what most teams can't.

Claude Code and Cursor are the actual development environment — not a shortcut, not training wheels. The permanent workflow.

VELOCITY

Idea → deployed agent in days

Every agent was scoped, built, and shipped to production by one person. 9 systems + AILA blueprint since Jan 2025 is the proof.

OWNERSHIP

Full architectural control

No black boxes. No delegated understanding. Every line is reviewed, every trade-off is deliberate.

PRODUCTION-FIRST

Iterating with real users

Not in staging. Not in demos. Real WhatsApp subscribers, real GitHub webhooks, real ATS submissions.

COST DISCIPLINE

Free-tier + Oracle Always Free

Multi-model routing. Free-tier APIs where quality allows. ~$0/month operating cost during credit grant.

2026 reality: This is what a founding AI hire looks like. Not someone who codes from scratch without assistance — someone who leverages AI tools to out-execute teams.
11//TRACTION — HONEST

The numbers as they are.

<20
EspaLuz paying subs — retained since 2025, zero marketing
550
Tests in VJH eval harness — 4 layers, $0.03/run
1581
Commits on the ops-brain repo (AIPA_AITCF) — built in the open, verifiable on GitHub
21
AI Ops Wiki incidents — 18 named production failure modes, live
6
Films live in Atuona's AI film studio — automated edit, mix, −16 LUFS master
1495
Roles surfaced by VibeJob Hunter — 11 sources, human on the last click
181K
Lines of original code — read from the running systems, 24 Aug 2026
21
Spanish-speaking countries EspaLuz reaches
honest note: Revenue is effectively zero at scale. VibeJob Hunter delivery verification is the current open problem. These are the real numbers — the story is strong enough without inflation. Every figure is traceable: nine systems and why they exist — the provenance dossier, read from production.
12//THE FOUNDER

Elena Revicheva
executive who ships.

2011–2018
Chief Legal Officer → Deputy CEO for Corporate Governance — Russian regional e-government digital infrastructure. 7 years board-level governance, enterprise digital transformation, highly regulated environments. Decided what got built and made it accountable.
2022
Relocated to Panama City as a single mother with a one-year-old. No local network, no Spanish, no income. Rebuilt from zero.
Jan 2025
Decision: teach herself to build AI systems using Claude Code and Cursor as the actual methodology — not a shortcut.
May 2026
9 production AI agents + AILA architecture blueprint. Solo. Under $15,000. TypeScript, Python, SQL. Bright Data Web Data UNLOCKED loop shipped on the live VM.
Aug 2026
Same stack, stricter: daily blog grounding gate (fail-closed on claims, fail-open on cadence), AI Ops Wiki (12 chapters), one-click outreach with Cc + PDF that refuses to send if the file is missing, inbound concierge on a 5-provider chain. Portfolio is the money page.
Sep 2026
AI visibility, measured: the lab's own surfaces audited by its own API — aideazz.xyz, the podcast and the ops runbook score 100/A+, the wiki 93; the API and podcast are now named in llms.txt and the geo-manifest; the nightly wiki publisher was unjammed and now alerts on failure.
the hybrid is rare: Most AI engineers have never operated at board level. Most executives have never shipped production AI systems. Elena can design, build, and explain AI systems to non-technical decision-makers in the same conversation.
13//WEB3 INFRASTRUCTURE · BUILT, NOT PITCHED

On-chain infrastructure exists.
Not the investment thesis.

Deployed on Polygon during the 2025 build cycle. All contracts verifiable on-chain. Included for completeness — not as the value proposition.

AZ TOKEN · ERC-20

Live on QuickSwap

0x5F9cdccA7cE46198fad277A5914E7D545cb3afc5
NFT COLLECTION · ERC-721

Deployed via Thirdweb

0x771Cc6BDCF8E7660ddc7E3F68FBCE7Dc5d675769

48+ NFTs minted via Atuona Creative AI — automated image + video generation pipeline.

DAO · DECENT

Polygon DAO

0x547d7aF7B55a92a65A1d015fAA4E75eeF4758190
ENS · IDENTITY

aideazz.eth

Primary wallet:
0x116bB2352c3Bc5a671fe09f0CBfd9957Cb467dA5
14//MEMBERSHIPS & COMMUNITY

Strategic memberships.
Organic channels.

ECOSYSTEM · PANAMA

Innovation Smart District (ISD)

Local credibility. Access to Panama government and business leaders. Regional ecosystem support.

ECOSYSTEM · GLOBAL

Decentralized AI Agent Alliance (DAIAA)

Individual member. Global AI agent community. Industry recognition for independent builders.

15//THE ASK · CONTACT

Hiring-ready.
Open to aligned investment.

The work is real. The systems are live. The honest goal is stable income — joining a worthy team first, investment second.

● PRIMARY · FOUNDING AI HIRE

Join the right team

Full-time remote, founding / senior AI or applied-AI engineer — or AI Product Manager, AI Solutions Architect, AI Systems Consultant, fractional Chief AI Officer. $3.5K–$5K+/mo USD. LATAM-friendly hours. Someone who can design, build, and ship AI systems end-to-end — board-level operator + production builder. Rare combination, fully verifiable above.

● SECONDARY · ACCELERATOR / INVESTMENT

Fund the ecosystem

Fix EspaLuz payment tracking. Verify VibeJob Hunter delivery. Hire one engineer. Extend infra runway before Oracle credit grant expires. Small marketing budget to test retention at scale.

Panama City · UTC−5 · Remote · Bootstrapped — Live agents—verifiable in minutes.