How to build and maintain a profitable strategy: post roundup.
u/Kindly_Preference_54 ·
Reddit — r/algotrading
· July 23, 2026 at 13:06
· ⬆ 18 pts
· 💬 2 comments
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Summary
The post is a curated list of links to previous posts about building, testing, and maintaining profitable algorithmic trading strategies.
The author’s thesis is that these resources serve as a helpful guide for beginners in algorithmic trading, covering process, risk reduction, stress testing, and walk-forward analysis.
Quality assessment: This is educational curation, not original DD or speculation. It provides methodology references but no market-specific analysis or trade calls.
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Hey everyone,
Just wanted to share this post compilation.
Hope this helps anyone just starting their algo journey.
\*not in chronological order
[https://www.reddit.com/r/algorithmictrading/comments/1qjtyam/how\_i\_trade\_full\_process\_and\_concept/](https://www.reddit.com/r/algorithmictrading/comments/1qjtyam/how_i_trade_full_process_and_concept/)
[https://www.reddit.com/r/algotrading/comments/1tlhnih/how\_to\_become\_profitable\_algotrading\_for\_beginners/](https://www.reddit.com/r/algotrading/comments/1tlhnih/how_to_become_profitable_algotrading_for_beginners/)
[https://www.reddit.com/r/algotrading/comments/1s0p16w/changed\_my\_workflow\_and\_decreased\_the\_risk\_from/](https://www.reddit.com/r/algotrading/comments/1s0p16w/changed_my_workflow_and_decreased_the_risk_from/)
[https://www.reddit.com/user/Kindly\_Preference\_54/comments/1v2n1xf/if\_you\_have\_an\_idea\_for\_a\_strategy\_how\_to\_quickly/](https://www.reddit.com/user/Kindly_Preference_54/comments/1v2n1xf/if_you_have_an_idea_for_a_strategy_how_to_quickly/)
[https://www.reddit.com/user/Kindly\_Preference\_54/comments/1qtt4h1/my\_ultimate\_algorithm\_for\_profitable\_strategy/](https://www.reddit.com/user/Kindly_Preference_54/comments/1qtt4h1/my_ultimate_algorithm_for_profitable_strategy/)
[https://www.reddit.com/r/algotrading/comments/1ta1w8a/research\_tests\_i\_perform\_on\_every\_asset\_i\_trade/](https://www.reddit.com/r/algotrading/comments/1ta1w8a/research_tests_i_perform_on_every_asset_i_trade/)
[https://www.reddit.com/r/algotrading/comments/1tp7pr6/how\_i\_stresstest\_a\_rare\_example/](https://www.reddit.com/r/algotrading/comments/1tp7pr6/how_i_stresstest_a_rare_example/)
[https://www.reddit.com/r/algotrading/comments/1rjwlit/backtesting\_without\_proper\_wfa\_is\_mostly\_just/](https://www.reddit.com/r/algotrading/comments/1rjwlit/backtesting_without_proper_wfa_is_mostly_just/)
[https://www.reddit.com/r/algotrading/comments/1rko5o1/tests\_to\_reduce\_the\_probability\_your\_strategy\_is/](https://www.reddit.com/r/algotrading/comments/1rko5o1/tests_to_reduce_the_probability_your_strategy_is/)
[https://www.reddit.com/r/Forex/comments/1rz3oix/three\_pieces\_of\_advice\_for\_fast\_profitability/](https://www.reddit.com/r/Forex/comments/1rz3oix/three_pieces_of_advice_for_fast_profitability/)
[https://www.reddit.com/user/Kindly\_Preference\_54/comments/1rz77fs/what\_happens\_when\_i\_testoutofsample\_the\_setups/](https://www.reddit.com/user/Kindly_Preference_54/comments/1rz77fs/what_happens_when_i_testoutofsample_the_setups/)