# Latest **URL:** https://indiedev.com/latest.md [Latest](https://indiedev.com/latest.md) · [Categories](https://indiedev.com/categories.md) · [Tags](https://indiedev.com/tags.md) --- ## [Welcome to IndieDev! 👋](https://indiedev.com/t/welcome-to-indiedev/5)
**Author:** [@system](https://indiedev.com/u/system)\ **Replies:** 0\ **Last updated:** [December 31, 2024, 4:42am UTC](https://indiedev.com/t/welcome-to-indiedev/5 "2024-12-31T04:42:35Z")
We are so glad you joined us. IndieDev A place for independent software developers Here are some things you can do to get started: :speaking\_head: Introduce yourself by adding your picture and information about your… --- ## [Stress Testing a Polymarket Trading Bot: Risk, Liquidity & Execution](https://indiedev.com/t/stress-testing-a-polymarket-trading-bot-risk-liquidity-execution/511)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [October 21, 2026, 2:34pm UTC](https://indiedev.com/t/stress-testing-a-polymarket-trading-bot-risk-liquidity-execution/511 "2026-10-21T14:34:00Z")
Learn how to stress test a Polymarket trading bot against liquidity shocks, delayed data, partial fills, API failures, and extreme execution conditions. By Bosona Trader Polymarket trading bots • Quantitative trad… --- ## [Building a Polymarket Market Maker Bot With Python: From Order Books to Automated Trading](https://indiedev.com/t/building-a-polymarket-market-maker-bot-with-python-from-order-books-to-automated-trading/510)
**Author:** [@BenjaminCup](https://indiedev.com/u/BenjaminCup)\ **Replies:** 0\ **Last updated:** [October 19, 2026, 1:48pm UTC](https://indiedev.com/t/building-a-polymarket-market-maker-bot-with-python-from-order-books-to-automated-trading/510 "2026-10-19T13:48:50Z")
How do you build a bot that monitors prediction markets, places buy and sell orders, tracks inventory, and manages execution risk? That’s the engineering challenge behind a Polymarket market maker bot. I’m exploring th… --- ## [Polymarket TWAP-60s: What Trading Bot Developers Need to Know](https://indiedev.com/t/polymarket-twap-60s-what-trading-bot-developers-need-to-know/505)
**Author:** [@BenjaminCup](https://indiedev.com/u/BenjaminCup)\ **Replies:** 0\ **Last updated:** [October 14, 2026, 1:25pm UTC](https://indiedev.com/t/polymarket-twap-60s-what-trading-bot-developers-need-to-know/505 "2026-10-14T13:25:24Z")
Polymarket’s crypto Up or Down markets use price-resolution rules that every trading bot developer should understand. With TWAP-60s, the final outcome depends on an average price over the closing 60-second window—not sim… --- ## [How to Build a Polymarket Trading Bot with Python](https://indiedev.com/t/how-to-build-a-polymarket-trading-bot-with-python/503)
**Author:** [@BenjaminCup](https://indiedev.com/u/BenjaminCup)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 11:02pm UTC](https://indiedev.com/t/how-to-build-a-polymarket-trading-bot-with-python/503 "2026-10-13T23:02:03Z")
Automated trading on Polymarket is more than placing buy and sell orders. A reliable bot needs market discovery, real-time data, strategy logic, order execution, and risk management. I’ve been building Polymarket tradin… --- ## [How to Backtest a Polymarket Trading Bot](https://indiedev.com/t/how-to-backtest-a-polymarket-trading-bot/500)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 10:29am UTC](https://indiedev.com/t/how-to-backtest-a-polymarket-trading-bot/500 "2026-10-09T10:29:21Z")
A reliable Polymarket backtest must reconstruct the market conditions your strategy could actually have traded under—not simply replay historical prices and calculate hypothetical profit. For a useful test, separate s… --- ## [Black-Scholes for Polymarket: Modeling Binary Market Probabilities](https://indiedev.com/t/black-scholes-for-polymarket-modeling-binary-market-probabilities/498)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [October 8, 2026, 11:24am UTC](https://indiedev.com/t/black-scholes-for-polymarket-modeling-binary-market-probabilities/498 "2026-10-08T11:24:52Z")
A Polymarket share already looks like a derivative: it trades between $0 and $1 and ultimately resolves to a binary payoff. That makes an obvious quantitative question: Can Black-Scholes turn the current BTC price, … --- ## [Polymarket Probability Forecasting Bot: From Market Price to Fair Value](https://indiedev.com/t/polymarket-probability-forecasting-bot-from-market-price-to-fair-value/497)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [October 7, 2026, 9:42pm UTC](https://indiedev.com/t/polymarket-probability-forecasting-bot-from-market-price-to-fair-value/497 "2026-10-07T21:42:53Z")
A Polymarket probability forecasting bot has a deceptively difficult job. The obvious implementation is: collect market data → predict outcome → buy YES or NO. That architecture is usually too crude. A useful Polym… --- ## [Polymarket Expected Value Trading Bot: EV Strategy Explained](https://indiedev.com/t/polymarket-expected-value-trading-bot-ev-strategy-explained/477)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [October 1, 2026, 5:19pm UTC](https://indiedev.com/t/polymarket-expected-value-trading-bot-ev-strategy-explained/477 "2026-10-01T17:19:47Z")
Learn how to build a Polymarket expected value trading bot using probability estimates, fair price, execution costs, risk controls, and position sizing. A prediction-market bot does not make money simply because its pro… --- ## [Polymarket Fair Value Trading Bot: Building a Probability Model](https://indiedev.com/t/polymarket-fair-value-trading-bot-building-a-probability-model/464)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 29, 2026, 5:01pm UTC](https://indiedev.com/t/polymarket-fair-value-trading-bot-building-a-probability-model/464 "2026-09-29T17:01:15Z")
Learn how to build a Polymarket fair value trading bot that converts probability estimates into executable trading decisions using orderbooks, fees, slippage, and risk controls. A prediction market gives you somethin… --- ## [Monte Carlo Simulation for Polymarket Trading Bots](https://indiedev.com/t/monte-carlo-simulation-for-polymarket-trading-bots/458)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 28, 2026, 4:28pm UTC](https://indiedev.com/t/monte-carlo-simulation-for-polymarket-trading-bots/458 "2026-09-28T16:28:20Z")
Learn how Monte Carlo simulation can stress-test Polymarket trading bots by modeling probability uncertainty, execution costs, slippage, drawdowns, and correlated outcomes. A backtest can tell you what happened along on… --- ## [Polymarket Kelly Criterion Trading Bot: Position Sizing and Risk Management](https://indiedev.com/t/polymarket-kelly-criterion-trading-bot-position-sizing-and-risk-management/449)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 26, 2026, 4:58pm UTC](https://indiedev.com/t/polymarket-kelly-criterion-trading-bot-position-sizing-and-risk-management/449 "2026-09-26T16:58:35Z")
Learn how to build a Polymarket Kelly criterion trading bot that converts probability edge into conservative position sizes while accounting for execution price, fees, liquidity, and portfolio risk. A prediction model c… --- ## [Polymarket Probability Arbitrage Bot: Fair Value, EV & Execution](https://indiedev.com/t/polymarket-probability-arbitrage-bot-fair-value-ev-execution/445)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 25, 2026, 2:20pm UTC](https://indiedev.com/t/polymarket-probability-arbitrage-bot-fair-value-ev-execution/445 "2026-09-25T14:20:20Z")
Learn how to design a Polymarket probability arbitrage bot using fair probability, expected value, order-book pricing, fees, liquidity, execution risk, and Rust architecture. A Polymarket probability arbitrage bot sh… --- ## [Polymarket Statistical Arbitrage Bot: Strategy & Architecture](https://indiedev.com/t/polymarket-statistical-arbitrage-bot-strategy-architecture/437)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 24, 2026, 2:21pm UTC](https://indiedev.com/t/polymarket-statistical-arbitrage-bot-strategy-architecture/437 "2026-09-24T14:21:19Z")
Learn how to build a Polymarket statistical arbitrage bot using relative-value signals, z-scores, live order books, execution costs, risk controls, and historical replay. A market can look mispriced without being arb… --- ## [Polymarket Pair Trading Bot: Statistical Arbitrage & Correlated Markets](https://indiedev.com/t/polymarket-pair-trading-bot-statistical-arbitrage-correlated-markets/432)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 23, 2026, 9:51pm UTC](https://indiedev.com/t/polymarket-pair-trading-bot-statistical-arbitrage-correlated-markets/432 "2026-09-23T21:51:01Z")
Learn how to build a Polymarket pair trading bot using correlated markets, spread analysis, z-scores, real-time order books, Rust, and two-leg execution risk management. Two Polymarket markets can ask different que… --- ## [Complete Polymarket Bot Architecture: Market Data, Strategy, Risk & Execution](https://indiedev.com/t/complete-polymarket-bot-architecture-market-data-strategy-risk-execution/420)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 22, 2026, 11:21am UTC](https://indiedev.com/t/complete-polymarket-bot-architecture-market-data-strategy-risk-execution/420 "2026-09-22T11:21:39Z")
Learn how to design a production-ready Polymarket bot architecture using real-time market data, strategy isolation, risk controls, CLOB execution, reconciliation, and Rust. A Polymarket bot becomes difficult to maintain… --- ## [Common Polymarket Bot Mistakes: 9 Engineering Failures to Avoid](https://indiedev.com/t/common-polymarket-bot-mistakes-9-engineering-failures-to-avoid/419)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 21, 2026, 4:49pm UTC](https://indiedev.com/t/common-polymarket-bot-mistakes-9-engineering-failures-to-avoid/419 "2026-09-21T16:49:18Z")
\> Learn the most common Polymarket bot mi stakes involving stale data, order state, fees, inventory, settlement, resolution rules, security, and risk controls. A Polymarket bot can have a perfectly reasonable strate… --- ## [Polymarket Bot Risk Management: Designing Controls That Survive Real Trading](https://indiedev.com/t/polymarket-bot-risk-management-designing-controls-that-survive-real-trading/399)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 17, 2026, 4:30pm UTC](https://indiedev.com/t/polymarket-bot-risk-management-designing-controls-that-survive-real-trading/399 "2026-09-17T16:30:22Z")
A trading bot rarely fails because its strategy suddenly becomes mathematically useless. More often, it fails because the implementation allows one bad assumption to become a large position. A stale order book, duplicat… --- ## [Robinhood Momentum Bot: Build an On-Chain Trading System](https://indiedev.com/t/robinhood-momentum-bot-build-an-on-chain-trading-system/383)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 15, 2026, 3:30pm UTC](https://indiedev.com/t/robinhood-momentum-bot-build-an-on-chain-trading-system/383 "2026-09-15T15:30:38Z")
Build a Robinhood momentum bot with Python, RPC event monitoring, price signals, risk controls, transaction validation, and production observability. Robinhood Momentum Bot: Architecture and Implementation About the Aut… --- ## [Build a Production-Grade Polymarket Bot with Rust](https://indiedev.com/t/build-a-production-grade-polymarket-bot-with-rust/382)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 15, 2026, 3:03pm UTC](https://indiedev.com/t/build-a-production-grade-polymarket-bot-with-rust/382 "2026-09-15T15:03:34Z")
Learn how to build a production Polymarket bot with real-time market data, execution controls, order reconciliation, risk management, recovery, monitoring, and Rust architecture. Author / Contact By Bo$onaX Polymarke… --- ## [Robinhood Bundler Bot: Build Multi-Wallet Execution](https://indiedev.com/t/robinhood-bundler-bot-build-multi-wallet-execution/377)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 14, 2026, 3:32pm UTC](https://indiedev.com/t/robinhood-bundler-bot-build-multi-wallet-execution/377 "2026-09-14T15:32:27Z")
Building a Robinhood Bundler Bot About the Author Bo$onaX I write about Robinhood Chain trading bots, pons launchpad infrastructure, token-launch automation, algorithmic trading, Python development, Web3 engineering, an… --- ## [Event-Driven vs Polling Polymarket Bots: Build a Better Polymarket WebSocket Bot](https://indiedev.com/t/event-driven-vs-polling-polymarket-bots-build-a-better-polymarket-websocket-bot/376)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 14, 2026, 3:19pm UTC](https://indiedev.com/t/event-driven-vs-polling-polymarket-bots-build-a-better-polymarket-websocket-bot/376 "2026-09-14T15:19:41Z")
Compare polling and event-driven architectures for Polymarket bots, including WebSocket market data, local order-book state, execution, recovery, and Rust design. A trading bot that checks the order book every 500 ms an… --- ## [Robinhood Sniper Bot: Build an On-Chain Trading Bot](https://indiedev.com/t/robinhood-sniper-bot-build-an-on-chain-trading-bot/374)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 7:45pm UTC](https://indiedev.com/t/robinhood-sniper-bot-build-an-on-chain-trading-bot/374 "2026-09-13T19:45:02Z")
Robinhood Sniper Bot: Build an On-Chain Trading Bot A Robinhood sniper bot should not be thought of as a script that simply sends a buy transaction as quickly as possible. The real engineering problem is an event-driven… --- ## [How to Reduce Polymarket Bot Latency: A Practical Engineering Guide](https://indiedev.com/t/how-to-reduce-polymarket-bot-latency-a-practical-engineering-guide/372)
**Author:** [@BosonaX](https://indiedev.com/u/BosonaX)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 6:00pm UTC](https://indiedev.com/t/how-to-reduce-polymarket-bot-latency-a-practical-engineering-guide/372 "2026-09-13T18:00:51Z")
A trading bot can be computationally fast and still execute slowly. For a Polymarket system, latency is not one number. It is the combined time required to receive market information, update local state, generate a deci… --- ## [Umami Analytics self hosting 2026 guide](https://indiedev.com/t/umami-analytics-self-hosting-2026-guide/330)
**Author:** [@sauromates](https://indiedev.com/u/sauromates)\ **Replies:** 0\ **Last updated:** [August 7, 2026, 7:44pm UTC](https://indiedev.com/t/umami-analytics-self-hosting-2026-guide/330 "2026-08-07T19:44:09Z")
Umami is an open-source, privacy-first web analytics platform that gives you full ownership of your visitor data with no cookies, no annoying consent banners, and no data shipped off to any third party company. Self-host… --- ## [Why Every SaaS Needs Feature Limits (Not Just a Free Plan)](https://indiedev.com/t/why-every-saas-needs-feature-limits-not-just-a-free-plan/329)
**Author:** [@LaunchAlly](https://indiedev.com/u/LaunchAlly)\ **Replies:** 0\ **Last updated:** [July 30, 2026, 6:24pm UTC](https://indiedev.com/t/why-every-saas-needs-feature-limits-not-just-a-free-plan/329 "2026-07-30T18:24:14Z")
When people think about SaaS pricing, they usually focus on one question: “How much should I charge?” While building LaunchAlly, I discovered that a much more important question is: “What should I limit?” A good free… --- ## [10 Lessons I Learned Building My First Real SaaS from Scratch](https://indiedev.com/t/10-lessons-i-learned-building-my-first-real-saas-from-scratch/328)
**Author:** [@LaunchAlly](https://indiedev.com/u/LaunchAlly)\ **Replies:** 0\ **Last updated:** [July 29, 2026, 6:55pm UTC](https://indiedev.com/t/10-lessons-i-learned-building-my-first-real-saas-from-scratch/328 "2026-07-29T18:55:34Z")
For the past few months I’ve been building LaunchAlly, a DevOps platform designed to make deployments, monitoring and team collaboration simpler. I expected most of the work to be writing features. I was wrong. Here a… --- ## [How I Integrated Stripe Subscriptions into My SaaS (and the Bugs That Nearly Drove Me Crazy)](https://indiedev.com/t/how-i-integrated-stripe-subscriptions-into-my-saas-and-the-bugs-that-nearly-drove-me-crazy/327)
**Author:** [@LaunchAlly](https://indiedev.com/u/LaunchAlly)\ **Replies:** 0\ **Last updated:** [July 28, 2026, 5:45pm UTC](https://indiedev.com/t/how-i-integrated-stripe-subscriptions-into-my-saas-and-the-bugs-that-nearly-drove-me-crazy/327 "2026-07-28T17:45:19Z")
When I started building LaunchAlly, adding Stripe subscriptions sounded like one of the easiest tasks on my roadmap. It wasn’t. I thought I’d create a Checkout Session, redirect the user, and I’d be done in an afternoo… --- ## [Building a DevOps SaaS at 17: What 6 Months of Shipping Taught Me](https://indiedev.com/t/building-a-devops-saas-at-17-what-6-months-of-shipping-taught-me/326)
**Author:** [@LaunchAlly](https://indiedev.com/u/LaunchAlly)\ **Replies:** 0\ **Last updated:** [July 27, 2026, 8:02pm UTC](https://indiedev.com/t/building-a-devops-saas-at-17-what-6-months-of-shipping-taught-me/326 "2026-07-27T20:02:11Z")
Six months ago I had an idea: Deployment should not require becoming a DevOps engineer. Today that idea has become LaunchAlly — a platform focused on making deployments simple for developers who just want to ship their… --- ## [Marketing Advice](https://indiedev.com/t/marketing-advice/325)
**Author:** [@LaunchAlly](https://indiedev.com/u/LaunchAlly)\ **Replies:** 0\ **Last updated:** [July 26, 2026, 1:28pm UTC](https://indiedev.com/t/marketing-advice/325 "2026-07-26T13:28:01Z")
I always talk about coding and deploying, but I realized something. Building a business is 10 % coding and 90 % marketing. Well, we better market our product(s) then! And there are different websites, platforms, ritua… [Next page](https://indiedev.com/latest.md?page=1)