Tyler Pewarski 🇺🇸

Working in Defense Tech 💪🇺🇸

Just tweeting to create a little more training data for the AI that will replace me. Engineer.

[Tyler Pewarski 🇺🇸 @TPewarski]

Give me a system that produces more of this

[Heavy Pulp @heavypulp]

Sweet Land - an ode to America's 250th year. 🇺🇸

[Tyler Pewarski 🇺🇸 @TPewarski]

Just keep em coming 🤝

[Polymarket @Polymarket]

JUST IN: Japan declares its friendship with the U.S. is “stronger than ever” as it gifts an additional 250 cherry blossom trees.

[gabe @allgarbled]

Every pro athlete talking about money is like, “the thing you don’t get, is that $35 million is really not a lot of money once you’ve spent it all”

[Tyler Pewarski 🇺🇸 @TPewarski]

@typesfast If this doesn't happen then we don't live in a simulation

[LeoDaVinciWave @LeoDaVinciWave]

Julius Caesar knife block.

[Tyler Pewarski 🇺🇸 @TPewarski]

Should be illegal for a bot to impersonate a human

[Paul Graham @paulg]

@Sherifdeenolat2 You may not know me, but your bot has been replying to me. That's the whole problem.

[Tyler Pewarski 🇺🇸 @TPewarski]

Surgically manipulating models is so interesting

[AK @_akhaliq]

A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models

[Tyler Pewarski 🇺🇸 @TPewarski]

@greendragonhq @GrantCardone Past performance is not an indicator of future results

[Tyler Pewarski 🇺🇸 @TPewarski]

@GestaltU @dwarkesh_sp So you’re saying if we sell China Nvidia chips they won’t build out a competing AI ecosystem? Yeah ok lol

[mert @mert]

i havent laughed at a video this hard for years lmao

[Tyler Pewarski 🇺🇸 @TPewarski]

@8teAPi @grok will selling Nvidia chips in China actually starve huawei of funding R&D or would they fund r&d regardless?

[The Aramaic Wire ܣܘܪܝܐ @AramaicWire]

HOW ONE PRIEST SINGLEHANDEDLY RESCUED THE WORLD'S LARGEST COLLECTION OF ARAMAIC MANUSCRIPTS FROM THE ISLAMIC STATE.

In 2007, threatening letters arrived at the Dominican monastery in Mosul.

Each envelope contained a broken cross & a bullet.

Father Najeeb Michaeel's name was on a hit list.

Instead of leaving, his work began. Every morning before dawn, he dressed in civilian clothes and drove his old car to Mosul, moving the monastery's manuscripts 30km away.

Alone, box by box, a multi-month operation.

The collection dated back to the 9th century.

When ISIS ways days away from taking Mosul in August 2014, he did it again. By an act of God, within weeks of ISIS' descent on Mosul, he moved the ancient documents.

Two cars full of manuscripts & 16th-century books. Aramaic manuscripts from the 9th century: Christian, Muslim, Jewish, Yezidi. A millennium of civilization in the Nineveh Plain.

They drove east through the night. At a checkpoint, a young girl pointed at the horizon. When they cleared the last checkpoint, Najeeb said:

"I think the Virgin Mary had a hand to protect us."

When he returned to Mosul after liberation, the monastery had been used as a weapons warehouse.

The library was destroyed. The clock tower, donated by the Empress of France in 1876, the first clock in Iraq, was stripped and stolen.

A gallows stood where the altar once was.

In 2019, the Church made him Archbishop of Mosul. He now oversees 8,000+ digitized manuscripts from 105 collections across Iraq, Turkey, and Iran. He saved our history.

Remember his name & pray for his continued work.

[Sam Hogan 🇺🇸 @samhogan]

Introducing Catalyst: a developer platform to monitor, train & deploy self-improving AI models

built for teams operating AI products at scale

Catalyst can automatically:
- collect traces from your agents
- curate training data & evals
- train & deploy models on par w/ Opus 4.6

[Tyler Pewarski 🇺🇸 @TPewarski]

@vdotcodes @theo No foreign transaction fees on atms abroad is such a killer feature

[Tyler Pewarski 🇺🇸 @TPewarski]

@Convertbond Are you going to buy Felix Prehn's course? He is the source for that article lmao

[self.dll @seelffff]

i cancelled $2,000/month in trading subscriptions

replaced every single one with open-source repos
here's the full stack:

1. TradingView Pro ($30/mo) → lightweight-charts
   14K stars. by TradingView themselves. 45KB. free
https://t.co/Zj8BoF0kbj

2. Bloomberg Terminal ($2,000/mo) → fredapi + Claude
   every macro dataset the Fed publishes. free API
https://t.co/QOsmACH9tB

3. backtest platform ($100/mo) → prediction-market-backtesting
   NautilusTrader fork with Polymarket + Kalshi adapters
https://t.co/ezKB2PSBUq

4. real-time dashboard → polyrec
   terminal UI: Chainlink oracle, Binance feed, orderbook depth
   70+ indicators. auto CSV logging. strategy backtester
https://t.co/fYj5aFUTS4

5. bot framework (7 strategies) → Polymarket-Trading-Bot
   53K lines TypeScript. arbitrage, momentum, market making,
   AI forecast, whale copy-trade, convergence
https://t.co/xNSLjlIEZd

6. strategy reverse engineering → polybot
   execution + market data infrastructure. paper trading
   Kafka, ClickHouse, Grafana. full analytics pipeline
https://t.co/s3fjSwXV6z

7. paper trading for AI agents → polymarket-paper-trader
   real order books. exact fee model. slippage tracking
   your Claude agent gets $10K paper money and trades
https://t.co/oXMxD9uhKI

8. token savings → rtk
   CLI proxy. cuts Claude Code tokens by 60-90%
   Rust. single binary. 10 AI tools supported
https://t.co/WKnP7dfvuj

9. Claude Code itself ($200/mo) → goose
   35K stars. by Block (Jack Dorsey). Rust
   works with any LLM. full agent loop. free
https://t.co/md2P9CJ4Ia

10. wallet tracking + copy trading → Kreo
    track top Polymarket wallets. auto copy trades
    the only tool on this list i actually pay for
    because it makes more than it costs
https://t.co/rVKQ107tBV

total before: ~$2,600/month
total now: $0 + Kreo

bookmark this. you'll need it

[Tyler Pewarski 🇺🇸 @TPewarski]

@jockowillink @grok how many moon landing's could we have bought with 126 billion dollars?

[Taylor Sargent @TaylorCSargent]

I like when Gen Z is running NASA socials.

[Tyler Pewarski 🇺🇸 @TPewarski]

@realBigBrainAI AI slop is a skill issue

[Tyler Pewarski 🇺🇸 @TPewarski]

@BasedMikeLee Let's get it done