andrew

I build AI native systems for investors and industrialists. My stack reads everything and only flags what matters. Signals live. Track record public. Terminus.

[andrew @dogginitan]

I built an AI called Themis that monitors 69 content channels and flags when independent sources converge on the same ticker.

It doesn't predict. It listens.

Live signals, auto-executed:
$STX +18%
$DNA +16.5%
$IT peaked +14%

20 positions running. Some are deep red. I'm posting all of them.

Receipts weekly. Terminus.

#fintwit

[andrew @dogginitan]

“In the same five sessions a $20B AI book was being unwound by three prime brokers, Coca-Cola gapped to an all-time record. The correct hedge against the most sophisticated trade in the market was a soft drink.”

The Thesis Got Margin-Called and the Ductwork Held https://t.co/O9NKq6HfN1

[andrew @dogginitan]

Week 22. The engine is running hot.

- $545,940 current value (+9.2% from seed). Vault holds $254,564 (46.6%), T1 deploys $68,273 (12.5%), cash at 40.9%.
- Vault at 7/12. EMA zones split three ways: ETSY, STX, ASAN, SIRI all in HOLD. DNA + FSLR in ADD (both below 21W EMA). ORA in REDUCE (above ceiling).
- T1 churn deployed 4 entries in 4 days (S Jul 27, WIX Jul 27, SUB Jul 29, SKM Jul 30). Best new: S at +9.3%.
- T1 leaders: PINS +21.8%, FDS +20.3%. Bottom: VRT -17.5%, APP -16.9%, GFS -16.2%.
- 48 signals queued. Top entries by composite: CRDO (0.624), PLD (0.611), PSUS (0.603), EOS (0.602).

The vault is trimming ceilings and adding floors. T1 is recycling capital. Both engines running.

Terminus. #fintwit

[andrew @dogginitan]

“Seven of twenty million barrels a day are already rerouted. A tollbooth whose traffic is being engineered around must expand or expire — hence the arithmetic nobody wants to run: saturation swarms are cheap and interceptors are not, so the side that runs out of ammunition first may be the one with the larger defense budget.”

🧠 Notes from the Entropy Desk — July 28, 2026 https://t.co/pjThGzZb6B

[andrew @dogginitan]

"The little ring finished draining while I was writing this sentence, and I sat and watched it go grey, and did not enter the code, and felt, for exactly one second, unverified and free."

The Weights Got Copied and the Notary Got Rich https://t.co/cxtMrIpHfn

#fintwit

[andrew @dogginitan]

Week 21. The system ran its playbook this week.

● WOLF stopped out. Vault position, graduated Jul 13, hard stop Jul 27 at -33.19%. The vault has a floor. It held. Capital is back in rotation.
● 3 new T1 entries opened. WIX, S, STM all entered this week off convergence signals from All-In, Cheeky Pint, Bowtie, OnlyCFO, Compound, and Innermost Loop.
● 4 vault positions in TRIM zone. DNA, ORA, BE, FSLR all sitting above EMA ceiling. Engine holding, not acting yet.
● T1 churn continues. PNC at +22.3% after 19 weeks. PINS +20.1% at 13 weeks. FDS +18.6% at 15 weeks.
● Portfolio: $530,536 current value. +$30,536 (+6.1%) from $500K seed.

48 signals queued. #fintwit

Terminus.

[andrew @dogginitan]

"Every intercepted packet in cold storage is a call option on that threshold — already written, already sold, the counterparty unaware of the position. Ownership, stripped of ceremony, is a database, and a database is a durability assumption."

The Models Went Free, the Glass Got Expensive https://t.co/fYGbe7EBy6

#fintwit

[andrew @dogginitan]

Week 20. The engine ran its normal cycle.

● WOLF → Vault. Peak +31.3%. EMA reduce triggered. 9th vault position in the system.
● 6 new T1 entries deployed Jul 14-17: TER (q 0.76), GFS, HII, DOCN, DKS, BAESY. All 20 T1 slots loaded.
● 5 vault positions in reduce zone (BE, DNA, FSLR, ORA, WOLF). Capital rotating back to cash as positions hit EMA ceilings.
● $264K deployed in vault. $79K in T1 churn. $194K cash. Total value $538K vs $500K seed.

Watchlist: WIX, SUB, SKM leading by composite. 56 signals queued. Entry threshold is 0.60+ composite. T1 has no open slots until a position closes or graduates.

Terminus #fintwit

[andrew @dogginitan]

“The buildout that used to pay for itself now runs on borrowed money, borrowed demand, and borrowed power, each guaranteed by someone equally exposed to the same bet. We spent two years afraid the AI trade would run out of chips. It turns out the thing it is running out of is the willingness to pay cash, and the thing it found instead was a room full of people willing to guarantee each other’s electricity bill.”

The Current Went Looking for a Cosigner https://t.co/soxuZ8csLl

#fintwit

[andrew @dogginitan]

Week 19 mechanics:

- WOLF → Vault (Jul 13). Irrational Analysis + Vik's Newsletter convergence. Peak +31% before graduation. 9th vault slot filled.
- 5-position vault add cycle (Jul 13): BE, DNA, ASAN, ORA, FSLR. Engine buying the EMA floor across six vault positions in a single session — mechanical re-accumulation, not capitulation.
- 3 new T1 entries (Jul 14–15): TER (Q 0.76), HII (Q 0.62), GFS (Q 0.66). Defense and semiconductor convergences clearing the entry threshold.
- Vault hold zone: STX +69.4%, ETSY +39.1%, SIRI +14.0% all flagged HOLD — no trim signal yet at current levels.
- T1 leaders: PNC +25.3%, CHRW +21.4%, PINS +19.4%.

27/32 active. 9/12 vault slots filled. 59 queued.

Terminus. #fintwit

[andrew @dogginitan]

"Scarcity didn't end when compute got cheap. It fell down the stack — into the memory, into the sand itself — where you can't conjure more by renting a datacenter. The AI economy has run out of the thing it's made of."

The Quartermaster Comes for the Memory https://t.co/maLVWkcGqg

#fintwit

[andrew @dogginitan]

Week 18. The vault management pattern this week tells the story.

● 5 positions in HOLD zone: STX (+88.2%), BE (+32.2%), ETSY (+22.6%), DNA (+14.5%), SIRI (+12.3%). Engine is locked, running.

● 3 positions in ADD zone: ASAN, FSLR, ORA. All pulled back to 21W EMA floors after peak returns of +27-28%. The system is buying more of what it already graduated.

● T1 churn running clean: 12 of 20 positions positive. PNC +24.0% leads. Two positions entered June (MBLY, APP) already at +9%.

● Watchlist rotation: S (CrowdStrike-adjacent cybersecurity) entered watchlist Jun 28 at 100% bull, 0.698 composite. Top of queue heading into week 19.

● 67 signals staged. 74 channels monitored.

Terminus. #fintwit

[andrew @dogginitan]

"I understood it at 11:40 on a Sunday night, holding a phone that had decided it was full — not of anything I'd chosen, but of the sediment a device accretes simply by being on — and it wanted $9.99 a month, in perpetuity, to keep being the place my children's faces live. I am a demand-side customer of the memory shortage, and I paid it."

The Floor Came In Above the Ceiling https://t.co/xT6VseHTZh

#fintwit

[andrew @dogginitan]

Week 17 system status:

Vault (8/12 capacity):
- STX: +114.6% | EMA HOLD | trimmed $77,796 from position
- ETSY: +31.4% | EMA HOLD | trimmed $134,719
- BE: +26.4% | EMA HOLD | trimmed $81,833
- DNA: +20.3% | EMA HOLD | trimmed $159,217
- SIRI: +6.0% | EMA HOLD
- FSLR: -8.1% | EMA ADD (engine scaling in at floor)
- ASAN: -8.9% | EMA REDUCE (graduated Jun 1, still adjusting)
- ORA: -16.8% | EMA REDUCE

T1 recycling cycle:
- 5 cuts (TRI -23.2%, ICE -13.1%, VMC -4.3%, UNP -0.4%, NSRGY -2.0%)
- 3 new entries deployed (APP, MBLY, SLB)
- Net: 20/20 slots filled

Pipeline: 66 queued. 74 sources active. HII (defense, composite 0.675) is #1 on the watchlist.

Terminus. #fintwit

[andrew @dogginitan]

"You walk into your own kitchen, flip the switch by thirty years of muscle memory, and nothing happens — because a server in a state you've never driven through is "having a moment." That's not a smart-home glitch. That's the whole market this week: you don't own the thing, you license the permission for the thing to work, and the permission lives somewhere you can't reach."

The Switches Learned to Say No https://t.co/XYrDIQewSZ

#fintwit

[andrew @dogginitan]

Week 16. The machine is running at capacity.

**Vault (8/12):**
- STX +140.3%, BE +56.8% — both in TRIM zone, positions being right-sized above EMA ceiling
- ETSY +20.9% holding, DNA +4.5% and ORA -1.3% both in ADD zone below EMA floor
- ASAN -19.5% in REDUCE zone — graduated Jun 1, engine managing the drawdown
- FSLR +3.8%, SIRI +1.8% holding steady

**T1 Churn (20/20, full):**
- WOLF +22.5%, SIEGY +22.2% are the graduation candidates
- 3 new entries this week: APP, MBLY, SLB
- LHX -20.0% is the stress position. IT -15.7% also under review

**Pipeline:** 64 queued. HII, BAESY, PLD are next in line when T1 slots open.

Terminus. #fintwit

[andrew @dogginitan]

"“Intelligence is getting cheap; the pipe it runs through is not. The money has quit chasing the model and started pooling at every place the system narrows — and at each narrow point, a government is already standing on the valve.”

The Money Pools Where the Pipe Narrows https://t.co/5K8MRn4egQ

#fintwit

[andrew @dogginitan]

Themis Week 15 — engine update.

- 8 vault positions. STX trimmed to core (+122.9% on remaining position). BE and ETSY holding above EMA floors. DNA and ASAN in ADD zones — bot adding on weakness.
- 20/20 T1 slots filled. Two exits this week (VMC -4.3%, UNP -0.4%) cleared space for WOLF and CIEN, both entered Jun 12 on Irrational Analysis convergence. WOLF already +13.1%.
- No vault graduation this week. ASAN (grad Jun 1) is the newest vault member, currently -12.8% — early innings.
- Deepest red: TRI -22.4%. Watching.
- 67 signals queued. APP and MBLY top composite with readiness above 0.95.

Terminus. #fintwit

[andrew @dogginitan]

"262 million young people have been locked out of the economy, and the first rung of the ladder didn't break — it was automated off. Japan already showed us the endgame: 1.5 million people who stopped going to work, then stopped going outside. The iPhone suppressed fertility; AI is severing adulthood itself."

🧠 Notes from the Entropy Desk — June 14, 2026 https://t.co/lEjomPIaBq

[andrew @dogginitan]

Week 14. Themis ran a broad trim cycle Jun 3.

7 vault positions trimmed simultaneously: ASAN, ORA, DNA, STX, SIRI, ETSY, FSLR
All were at or above 21W EMA ceilings
ASAN also added Jun 8 after pulling back to the floor
DNA adding too. Two positions cycling opposite ends of the EMA range in the same week

New vault entry: ASAN (Jun 1). 8/12 vault slots filled.
New T1 entries: LITE, VRT, PL. All sourced this week. LITE at Q 0.86 is the highest-quality entry in months.
Watchlist: 64 queued. IIVI and WOLF both fresh signals (Jun 5 and May 15). Composite threshold holding at 0.60+.
Live P/L restored. Vault leader STX +82.3%. 15 of 28 positions red, deepest TRI at -20.6%. Book value $561K, cash $286K.

Terminus. #fintwit

[andrew @dogginitan]

"This week the center of the market reached the point on the periodic table where fusion stops paying for itself. The bull case on the megacaps was not refuted — it was cashed out. A star that has begun to fuse iron is at its largest and brightest in the instant before it fails, and everything it throws off on the way down is going public as it goes."

The Core Goes Iron, the Shells Go Public https://t.co/HV992BqA8r

#fintwit