We build
the brain,
the loop,
and the dashboard.
Agentic689 designs, prompts, trains, and ships autonomous agents and LLM systems. Single-purpose tools that wake up at 6am, do the work, and write the report. Sister studio to Agency689, same eye for identity, applied to systems that think.
What we actually do.
Most agencies will sell you "AI strategy." We've spent the last year shipping seven of our own. The list below is built from tools we already operate, not slides we drew up for a deck.
Agent strategy + scope
Where does an agent earn its keep in your business? We map workflows, identify the loops worth closing, and write a falsifiable success spec before a single line of code.
- Workflow audit
- Use-case scoring
- Hypothesis design
- Phase-gated roadmap
Custom agent build
End-to-end single-purpose agents, the way we build CLAWs. Brain, loop, dashboard, approval queue. Yours to own — no vendor lock, no per-seat tax.
- Single-file dashboards
- Multi-turn agentic loops
- Approval queues
- Live KPI panels
Prompt + system design
System prompts are the operating model. We write, audit, and version them like production code — with regression tests, persona files, and hard-rule enforcement.
- System prompt authoring
- Persona .md files
- Prompt regression tests
- Hard-rule scaffolding
Persona engineering
Believable digital humans, built to survive contact with real platforms. Voice, backstory, hard rules, drift checks. Karma-buildable, reputation-aware, never out of character.
- Identity + backstory
- Voice fingerprinting
- LoRA fine-tuning
- Drift monitoring
Local LLM deployment
Run your own model on your own metal. We stand up DeepSeek, Llama, or Qwen on workstation hardware, baked with your persona, integrated with Ollama. Marginal cost: zero.
- Hardware sizing
- Ollama + GGUF setup
- LoRA training pipeline
- Hybrid Claude routing
Intelligence dashboards
Stock, crypto, content, ops — single-ticker dashboards that watch one thing exceptionally well. Cohorts, hypotheses, composite scores, half-life decay. Falsifiable, not vibes.
- Cohort architecture
- Hypothesis engine
- Composite scoring
- SSE live data sync
Marketing automation
Closed-loop posting across Reddit, Instagram, X, TikTok, Facebook. Approval queues, paid/free toggles, ROAS floors, three-tier feedback loops. The CLAW-Book pattern, retargeted at your product.
- Multi-channel publishing
- Approval queue UI
- Asset library
- ROAS / profit floors
Anomaly + signal discovery
The Pizza Pentagon method. We throw absurd, non-obvious data at your target and let the correlation tell us what's real. Job postings, satellite, weather, sports schedules — whatever moves the needle.
- Three-ring signal arch
- Correlation matrices
- Signal graveyard log
- Backtest validation
Audit + hardening
You already have an agent. It's ~70% there. We bring the formal audit pass — schema mismatches, silent error swallows, date math bugs, idempotency gaps. The kind of work that turns toys into tools.
- Lead-programmer audit
- Schema validation
- Idempotency review
- Test suite seeding
Seven agents, shipping.
The CLAW suite — Closed Loop Autonomous Weapons. Plus AuScan, our satellite gold prospecting tool. Every one of these is real, running, and built on the same architectural muscle we'd bring to your project.
CLAW-BOOK
Closed-loop book marketing for any title, any genre, any author. Multi-channel publishing across Reddit, Instagram, Facebook, X, and TikTok with a three-tier feedback loop, paid/free toggle, portfolio multi-product view, and AI-generated copy via the Brain tab. Wired into the wide distribution network: Amazon Kindle, Apple Books, Barnes & Noble Nook, Kobo, Google Play, Tolino, Vivlio, Smashwords, Books2Read universal links, plus library systems including OverDrive, Hoopla, Bibliotheca, cloudLibrary, BorrowBox, and Baker & Taylor.
CLAW-BookLite
Browser-only, no server. The book CLAW stripped to a single file. Voice + instructions loaded from a local .md.
CLAW-Music
Streaming intel for any artist, any release. Spotify save rate, completion rate, TikTok sound seeding, playlist pitch tracking, smart-link click attribution, release-phase manager.
CLAW-Single Stock
Pick any ticker. We build you a single-stock intelligence platform around it: 30+ falsifiable hypotheses across 8 tiers, six related-security cohorts plus a tech-transition event cohort, three-layer producer-harness-consumer architecture on standalone Node.js, composite scoring with half-life decay, correlation-aware signal stacking, ET-aware date math, 6am daily intelligence brief. Survived two formal audit passes — 26 bugs killed.
CLAW-Crypto
Single-asset crypto intelligence. Whale wallet tracking, exchange flow, liquidation heatmap, funding rates, staking dynamics, hypothesis conflict detection.
CLAW-Anomaly
A secret project. Shhhh. Inquire within.
AuScan
Satellite gold prospecting on iPad. Surfaced a 72% confidence porphyry-epithermal hit at the Pueblo Mining District, Oregon.
How a research toy becomes operational infrastructure.
Our most recent technical paper documents the two-stage evolution of CLAW Single-Stock Intelligence — from a 7-hypothesis browser artifact to a 34-hypothesis standalone Node.js service backed by SQLite, organized around a producer-harness-consumer pattern with composite scoring, half-life decay, and correlation-aware signal stacking.
It's also the engineering culture document. Two formal audit passes. Test-after-every-change discipline. The HANDOFF.md pattern. Transparent disclosure of a self-introduced parameter-binding bug caught and fixed in the same session. This is what we mean when we say production-grade agent.
How we work.
Four phases, gated. We don't ship to production until the previous phase has cleared its exit criterion. Borrowed from aviation incident reports and postmortem culture: no blameless, no improvement.
Scope
We map your workflow and write a falsifiable success spec. What does "working" mean? What's the threshold? What's the time window? If we can't measure it, we don't build it.
Week 1 · DiscoveryBuild
Single-file dashboards, real APIs, real data. You see the working tool inside two weeks — not a deck, not a Figma. The Brain tab is wired, the loop runs, the approval queue has items in it.
Weeks 2–4 · ImplementationLearn
Phase-gated. We run the agent against live conditions, score every hypothesis, and don't promote anything to "predicting" or "trading" until hit rates clear the bar. Most projects live here for 30+ days.
Weeks 4–8 · ValidationHand off
Full source, full SKILL.md, full CHANGELOG, full HANDOFF document. You own everything. We can stay on as on-call, or we can disappear. Either way, the agent keeps running.
Week 8+ · OwnershipIf you've scrolled this far, you might as well build something.
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