Email Archive

NEW: Stop falling for the same red flags

Score 0.776 · Account tjphuhs@gmail.com · 5/8/2026, 5:42:36 PM

NEW: Stop falling for the same red flags from support@email.masterclass.com on 2026-05-08T21:42:36.000Z NEW: Stop falling for the same red flags Get 50% off for Mother’s Day—ends soon.͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌ ͏ ‌

NEW: Stop falling for the same red flags

Score 0.727 · Account tjphuhs@gmail.com · 5/8/2026, 5:42:36 PM

NEW: Stop falling for the same red flags from support@email.masterclass.com on 2026-05-08T21:42:36.000Z to someone might be a warning sign. Learn to spot unhealthy patterns in your relationships. START LEARNING <https://www.masterclass.com/course/499> <https://www.masterclass.com/course/499> Why can’t I let anyone in? <https://www.masterclass.com/course/499> If letting someone in feels hard, this class shows you what triggers the distance so you can change your patterns. START LEARNING <https://

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes

Score 0.584 · Account tjphuhs@gmail.com · 3/17/2026, 11:46:27 AM

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes from tjphuhs@gmail.com on 2026-03-17T15:46:27.000Z and it meant that riskier changes had to wait until everything else was stable. Phase 1: Taking Control of the Naming Layer The first phase of the migration did not touch Kafka at all. Reddit introduced a DNS facade, which is a set of DNS records that act as an intermediate layer between client applications and the actual Kafka brokers. DNS is the system that translates human-r

How Stripe Detects Fraudulent Transactions Within 100 ms

Score 0.574 · Account tjphuhs@gmail.com · 4/27/2026, 11:03:53 PM

How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z in block rate for smaller businesses, which would be disruptive for those merchants and their customers. Before releasing any model, Stripe measures the change it would cause to the false positive rate, block rate, and authorization rate on both an aggregate and per-merchant basis. If a model would cause undesirable shifts for certain users, they adjust it for those segments before r

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes

Score 0.569 · Account tjphuhs@gmail.com · 3/17/2026, 11:46:27 AM

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes from tjphuhs@gmail.com on 2026-03-17T15:46:27.000Z was comparatively straightforward. Phase 6: Cleaning Up and Handing Off to Standard Strimzi After both the data plane and the control plane were fully running on Kubernetes, Reddit removed all the configuration overrides that the forked Strimzi operator had introduced. Control of the clusters was handed off to the standard, unmodified Strimzi operator. The EC2 infrastructure wa

How Stripe Detects Fraudulent Transactions Within 100 ms

Score 0.568 · Account tjphuhs@gmail.com · 4/27/2026, 11:03:53 PM

How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z overnight jobs could now run multiple times in a single working day. Stripe is now exploring techniques that this architectural shift made possible, including multi-task learning, where a single model is trained to handle several related objectives simultaneously. [Live on May 6] Stop babysitting your agents (Sponsored) [ https://substack.com/redirect/a95b6182-9924-4322-9ece-ce3923bf

5-Bullet Friday — Art Thieves, At-Home Brain Stimulation, Dwarkesh’s Origin Story, and Tide Shifts

Score 0.565 · Account tjphuhs@gmail.com · 5/8/2026, 7:51:46 PM

5-Bullet Friday — Art Thieves, At-Home Brain Stimulation, Dwarkesh’s Origin Story, and Tide Shifts from tim@fourhourbody.com on 2026-05-08T23:51:46.000Z email, and lifestyle details from data brokers, then hunt for the people who are the most attractive targets or the most likely to fall for a given scam. The BBC has caught scam call centers on hidden camera, and one worker bragged about pulling $250,000 from people in the US and UK. It’s big, and often organized, business. ​ That's why I recomm

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes

Score 0.562 · Account tjphuhs@gmail.com · 3/17/2026, 11:46:27 AM

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes from tjphuhs@gmail.com on 2026-03-17T15:46:27.000Z logical cluster. The Cruise Control topic was overridden to stay consistent across both broker sets, allowing Reddit to use Cruise Control to move data between EC2 and Kubernetes brokers. Cruise Control is a Kafka tool that automates the process of rebalancing data across brokers in a controlled, measured way. It was central to the actual movement of data during the migration.

3-2-1: On the power of everyday conduct, how to find your purpose, and unexpected forms of generosity

Score 0.560 · Account tjphuhs@gmail.com · 3/19/2026, 5:37:22 PM

3-2-1: On the power of everyday conduct, how to find your purpose, and unexpected forms of generosity from james@jamesclear.com on 2026-03-19T21:37:22.000Z fact, exquisitely and frighteningly dynamic, as are we all, and with all respect you have an obligation to stand up and take responsibility for that potential. It is your most ordinary and urgent duty." Source: The Red Hand Files, Issue #216 ( https://59b90e10.click.convertkit-mail4.com/4zu46wneqraehplw8nwuxh6mv5643h5hp0/e0hph7h7v2lvzza8/aHR0

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes

Score 0.557 · Account tjphuhs@gmail.com · 3/17/2026, 11:46:27 AM

Fwd: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes from tjphuhs@gmail.com on 2026-03-17T15:46:27.000Z TJ Begin forwarded message: From: ByteByteGo <bytebytego@substack.com> Date: March 17, 2026 at 11:43:14 AM EDT To: tjphuhs@gmail.com Subject: How Reddit Migrated Petabyte-Scale Kafka from EC2 to Kubernetes Reply-To: ByteByteGo <reply+357rw3&4iwoe6&&457f75760bc411accd07b85c686060610590a8b4419f12cd9695d552c12ad6be@mg1.substack.com> How Reddit Migrated Petabyte-Scale Kafka from EC

How Stripe Detects Fraudulent Transactions Within 100 ms

Score 0.557 · Account tjphuhs@gmail.com · 4/27/2026, 11:03:53 PM

How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z advanced, they moved to more complex architectures. Each jump produced an equivalent leap in model performance. The architecture preceding the current one was called Wide & Deep. It combined two models into an ensemble. The “wide” component was XGBoost, a gradient-boosted decision tree that works by combining many small decision trees into one powerful predictor. XGBoost excelled at

How Stripe Detects Fraudulent Transactions Within 100 ms

Score 0.557 · Account tjphuhs@gmail.com · 4/27/2026, 11:03:53 PM

How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z and chargeback fees, a single fraudulent transaction can wipe out the profit from nearly 19 legitimate ones. For this business, aggressive blocking makes sense because the cost of missed fraud is devastating. On the other hand, a SaaS company with high margins faces the opposite calculation. The lifetime revenue lost by blocking a legitimate subscriber who would have paid $200 per mo

Flash Trash Pick Up Reminder for Tuesday!

Score 0.555 · Account tjphuhs@gmail.com · 1/26/2026, 6:02:22 PM

Flash Trash Pick Up Reminder for Tuesday! from accounts@flashtrashcitrus.com on 2026-01-26T23:02:22.000Z Flash Trash Pick Up Reminder for Tuesday!

Flash Trash Pick Up Reminder for Tuesday!

Score 0.555 · Account tjphuhs@gmail.com · 5/11/2026, 6:09:13 PM

Flash Trash Pick Up Reminder for Tuesday! from accounts@flashtrashcitrus.com on 2026-05-11T22:09:13.000Z Flash Trash Pick Up Reminder for Tuesday!

Fwd: Retatrutide Is Too Good… And That’s The Problem

Score 0.555 · Account tjphuhs@gmail.com · 3/24/2026, 10:14:11 PM

Fwd: Retatrutide Is Too Good… And That’s The Problem from tjphuhs@gmail.com on 2026-03-25T02:14:11.000Z ---------- Forwarded message ---------- From: Dave Knapp from On The Pen <onthepen@substack.com> Date: Mar 24, 2026 at 9:24 PM -0400 To: tjphuhs@gmail.com Subject: Retatrutide Is Too Good… And That’s The Problem > There’s a lot shifting right now in the world of GLP-1s, and if you rely on compounded or research-grade options, this week’s updates may feel especially important. > ͏ ­͏ ­͏ ­͏ ­͏ ­

Fwd: Retatrutide Is Too Good… And That’s The Problem

Score 0.555 · Account oc.tjphuhs@gmail.com · 3/24/2026, 10:14:11 PM

Fwd: Retatrutide Is Too Good… And That’s The Problem from tjphuhs@gmail.com on 2026-03-25T02:14:11.000Z ---------- Forwarded message ---------- From: Dave Knapp from On The Pen <onthepen@substack.com> Date: Mar 24, 2026 at 9:24 PM -0400 To: tjphuhs@gmail.com Subject: Retatrutide Is Too Good… And That’s The Problem > There’s a lot shifting right now in the world of GLP-1s, and if you rely on compounded or research-grade options, this week’s updates may feel especially important. > ͏ ­͏ ­͏ ­͏ ­͏ ­

Flash Trash Pick Up Reminder for Tuesday!

Score 0.554 · Account tjphuhs@gmail.com · 5/4/2026, 6:09:31 PM

Flash Trash Pick Up Reminder for Tuesday! from accounts@flashtrashcitrus.com on 2026-05-04T22:09:31.000Z Flash Trash Pick Up Reminder for Tuesday!

LOBSTERFEST STILL GOING STRONG 🦞

Score 0.554 · Account tjphuhs@gmail.com · 3/31/2026, 12:23:54 PM

LOBSTERFEST STILL GOING STRONG 🦞 from email@marketing.redlobster.com on 2026-03-31T16:23:54.000Z Red Lobster Dive into NEW lobster creations and fan favorites VIEW ONLINE <https://links.redlobster.com/s/vb/Sz5Ci-dj0W3hXRWiH_NwWB4ex_iZOlnVt6mIurClVyMImzMEP8yh_OiC4r8DORD3Z7jZopvgv3wqs5jsUp5wwTUuTyrshC7S6dTdq5v1rVnbxYJm6d2I41rlhs94UcvPZrFXoQGFsKFvlayXz7OCnG_myMZyhId6rc9lUA/rbLSHHWrWK5XARAU3YNCNA19ekH0FgF2/19> <https://www.redlobster.com/seafood-restaurants> <https://www.redlobster.com/order> <http

How Stripe Detects Fraudulent Transactions Within 100 ms

Score 0.552 · Account tjphuhs@gmail.com · 4/27/2026, 11:03:53 PM

How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z merchants and regions behave similarly, then applies fraud knowledge across the entire network. Stripe also found that scaling up training data continued to yield significant gains. A 10x increase in training transaction data still produced meaningful model improvements, and the team was working on a 100x version. This kind of scaling was only feasible because the DNN-only architectu

Goal created - A new goal has been assigned to you.

Score 0.551 · Account tjphuhs@gmail.com · 2/23/2026, 3:17:35 PM

Goal created - A new goal has been assigned to you. from performance_notifications@adp.com on 2026-02-23T20:17:35.000Z Dear Timothy, A new goal - (2026) Quality Obsessed - has been assigned to you by Joshua. You can login to ADP Workforce Now application and navigate to Myself > Talent > Performance Goals to view the goal and see more details. Goal Name (2026) Quality Obsessed Target Start Date 01/01/2026 Target Completion Date 12/31/2026 Note: Please do not respond to this message. This is a sy

Don’t lose your spot.

Score 0.551 · Account tjphuhs@gmail.com · 5/11/2026, 8:02:03 AM

Don’t lose your spot. from email@e.ramseysolutions.com on 2026-05-11T12:02:03.000Z Experience transformation at Summit online with your team. ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ [Summit Online: Last Chance to Save Your Spot. Register by May 14](https://www.ramseysolutions.com/events/entreleadership-summit-online?utm_source=promotional&utm_medium=email&utm_term=entreleadership_bu&utm_campaign=summit-online-2026&utm_content=entre-32143_summit-online-2026-last-call-05-11-2026) [Summit Online: Last Chance to

Flash Trash Pick Up Reminder for Tuesday!

Score 0.550 · Account tjphuhs@gmail.com · 4/13/2026, 6:10:41 PM

Flash Trash Pick Up Reminder for Tuesday! from accounts@flashtrashcitrus.com on 2026-04-13T22:10:41.000Z Flash Trash Pick Up Reminder for Tuesday!

New Sign-In Alert – Was This You?

Score 0.550 · Account tjphuhs@gmail.com · 4/26/2026, 3:56:19 PM

New Sign-In Alert – Was This You? from support@whoop.com on 2026-04-26T19:56:19.000Z Review your account's recent activity

New post in the group My Community (Members Only).

Score 0.549 · Account tjphuhs@gmail.com · 2/13/2026, 8:06:19 PM

New post in the group My Community (Members Only). from info@totalwellconnect.com on 2026-02-14T01:06:19.000Z NEW POST Hi there, tina.tomlin1 posted something in the group My Community (Members Only) . Stop by and leave a comment. Post: Does paramount not have glp’s anymore ? Click on the link below to open the message in a browser: https://thepeptidecommunity.com/so/tr/87e32610-8b12-47b9-a38b-6a86d75f88bf You've received this email because you are a subscriber of this site: https://thepeptideco

New Sign-In Alert – Was This You?

Score 0.549 · Account tjphuhs@gmail.com · 5/7/2026, 10:49:28 PM

New Sign-In Alert – Was This You? from support@whoop.com on 2026-05-08T02:49:28.000Z Review your account's recent activity