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AI FX Bot Lab: Real Trading Experiments

Kimi | Japan FX Bot Lab

Can AI really trade forex? AI FX Bot Lab is a real-time experiment from Japan, where I build and test AI-assisted FX trading bots using MT5, Python, machine learning, and local LLM tools. I share live results, failures, risk lessons, and bot improvements from rule-based, AI-driven, and ML + LLM hybrid systems. Not financial advice.

fxaibotlab.substack.com

71 - Five Winning Trades Were Erased by One Stop: Exit Size Ruled the Day

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71 - Five Winning Trades Were Erased by One Stop: Exit Size Ruled the Day
Wed, 26 Aug 2026
70 - 34 Losing Legs, Yet a 1.27 Payoff Ratio: GateGrid’s Loss Wasn’t the Scariest One
Mon, 24 Aug 2026
69 - One Small Loss Was Enough: LLMBridgeTrader Led the Six Bots With a 4.18 Payoff Ratio
Sat, 22 Aug 2026
68 - Exit Control, Not Win Rate, Decided the Day
Thu, 20 Aug 2026
67 - One Friday Carryover Broke Monday’s Result — So I Changed the MAribbon Bot
Mon, 17 Aug 2026
66 - Every Bot Finished Green, but Two One-Trade Systems Made Two-Thirds of the Money
Sat, 15 Aug 2026
65 - Two Bots Erased the Other Four’s +¥218
Fri, 14 Aug 2026
64 - A 59% Win Rate Still Lost Money: GateGrid’s Exit Math Was the Problem
Wed, 12 Aug 2026
63 - One -¥301 Loss Flipped the Whole Day: Five MT5 Bots Closed at -¥294
Tue, 11 Aug 2026
62 - Don’t Lower Your Standards Just Because the Numbers Are Bad
Sat, 08 Aug 2026
61 - [AI Trading Log] Whispering Winners, Loud Losers
Fri, 07 Aug 2026
60 - Ten Wins Still Ended Negative: Five MT5 Bots Exposed an Exit Problem
Wed, 05 Aug 2026
59 - [AI Trading Log] Exits Made the Difference: Five-Bot Portfolio Covers Each Other’s Weaknesses (July 30 to July 31)
Sat, 01 Aug 2026
58 - [AI Trading Log] Surviving FOMC and the Trap of High Win Rates:
Thu, 30 Jul 2026
57 - The Exit Layer Won: Five MT5 Bots Closed at +¥624
Mon, 27 Jul 2026
56 - Winning 57% Wasn’t Enough: GateGrid’s Exit Math Sank the Five-Bot Day
Sat, 25 Jul 2026
55 - Stops That Paid: Two AI Bots Banked ¥599 and Carried the Five-Bot Run
Fri, 24 Jul 2026
54 - Four Wins, Two Losses, Still Down: The Exit Math Beat the Hit Rate
Wed, 22 Jul 2026
53 - If You Keep Fixing the Strategy, You May Lose the Ability to Understand It
Wed, 22 Jul 2026
52 - It Wasn’t the Entry or the Exit: Why I Moved GateGrid AI From GBPUSD to EURUSD
Tue, 21 Jul 2026
51 - The Day Was Lost at the Exit, Not the EntryJuly 17
Sat, 18 Jul 2026
50 - The Illusion of Win Rate and the Challenge of the “Exit”
Fri, 17 Jul 2026
49 - The Win Was Real, But the Open Loss Stole the Room
Wed, 15 Jul 2026
48 - Do Not Trade the Warning
Tue, 14 Jul 2026
47 - Weekly Report: The One Loss That Mattered More Than All the Wins
Sun, 12 Jul 2026
46 - [AI Trading Log] Why a Win Rate Over 60% Isn’t Enough: The Heavy “Cost of Retreat” Shown in July 9-10 Tests
Sat, 11 Jul 2026
45 - Nine Wins Could Not Beat Seven Losses: The Payoff Ratio Dragged the Day Down
Wed, 08 Jul 2026
44 - One Win, Ten Losses: The Exit Problem Was No Longer Subtle
Tue, 07 Jul 2026
43 - A 93.3% Win Rate Still Wasn’t Enough: The Week Exit Discipline Took Over the Story
Sun, 05 Jul 2026
42 - A 65.2% Win Rate Still Lost Money: The Exit Logic Broke First
Thu, 02 Jul 2026
41 - One Bad Exit Defined the Day: Four MT5 LLM Bots on July 1
Wed, 01 Jul 2026
40 - A 93.3% Win Rate Still Wasn’t Enough
Tue, 30 Jun 2026
39 - 80% Win Rate Still Lost: Four MT5 LLM Bots on June 29
Mon, 29 Jun 2026
38 - A 73.9% Win Rate Still Lost Money: The Week I Stopped Trusting Entries and Started Rebuilding Exits
Sun, 28 Jun 2026
37 - The 57.1% Bot Carried the Day, Not the Perfect One
Sat, 27 Jun 2026
36 - A ¥728 Exit Turned the Whole Bot Run Negative
Thu, 25 Jun 2026
35 - 71.4% Win Rate Still Lost Money: MT5 LLM Bot Log for June 23, 2026
Tue, 23 Jun 2026
34 - The Average Loss Beat the Whole Bot Lineup
Mon, 22 Jun 2026
33 - Win Rate Lied This Week: The Rule-Based Bot Survived While the LLM Bots Bled
Sun, 21 Jun 2026
32 - A 72.2% Win Rate Wasn’t Enough: One Oversized Loss Changed the Whole Day
Sat, 20 Jun 2026
31 - Win Rate Lied Today: 4 MT5 LLM Bots Finished at -464 Yen Despite a 75% Win Rate
Thu, 18 Jun 2026
30 - A 33% Win Rate Lost Less Than a 50% Win Rate
Wed, 17 Jun 2026
29 - Win Rate Lost to the Exit: Four MT5 LLM Bots Closed the Day at -1,445 Yen
Tue, 16 Jun 2026
28 - The Best Trade Was the One That Got Blocked: Four MT5 LLM Bots on June 15
Mon, 15 Jun 2026
27 - A Win Rate of 80% Still Lost Money: Four MT5 Bots Finished the Day at +3 Yen
Sat, 13 Jun 2026
26 - Turning Red Days into Training Data: The June 11th AI Bot Trade
Thu, 11 Jun 2026
25 - Diversification Saved the Day: The Power of a Multi-Bot Portfolio [June 10th Trade]
Wed, 10 Jun 2026
24 - Live Data Beats Backtests: Measuring Real EV After a Red Day [June 9th ]
Tue, 09 Jun 2026
23 - The Day the Gate Worked: Why Doing Nothing is a Winning Strategy [June 8th Trade]
Mon, 08 Jun 2026
22 - Why AI Trading Bots Need Brakes: The June 1–5 Weekly Review
Sun, 07 Jun 2026
21 - Turning Losses Into Training Data: The Evolution of AI Bots [June 5th Trade]
Sat, 06 Jun 2026
20 - Small Wins, Heavy Homework: Why Autonomous AI Needs Brakes [June 4th Trade]
Thu, 04 Jun 2026
19 - Learning Starts With Losses: Turning a Red Day into Training Data [June 3rd Test]
Wed, 03 Jun 2026
18 - Valuable Losses: What a Red Day Teaches Us About AI Trading [June 2nd Trade]
Tue, 02 Jun 2026
17 - The Power of Diversification: Why You Need Multiple Bots [June 1st Test]
Mon, 01 Jun 2026
16 - The Power of Skipping: Introducing ML_ScoreAnalyst for GBPJPY
Sun, 31 May 2026
15 - Simple Rules Beat Advanced AI: The May 25–29 Weekly Bot Review
Sun, 31 May 2026
14 - A Valuable Small Loss: Damage Control and the Hidden Cost of Holding [May 29th Trade]
Sat, 30 May 2026
13 - Stability Over Autonomy: Reviewing the May 26th AI Bot Trade
Tue, 26 May 2026
12 - A Valuable Small Loss: What Imperfect Days Teach Us About AI Trading
Mon, 25 May 2026
11 - Refining the Exit: Strategic Risk Management for Our AI Trading Bots
Sun, 24 May 2026
10 - Why High Win Rates Ruin AI Bots: The 5-Day Parallel Test Masterclass
Sun, 24 May 2026
9 - Winning 57% But Losing Money
Sat, 23 May 2026
8 - Small Profit, Big Lessons: The Hidden Risks of Grid Trading [May 21st Test]
Thu, 21 May 2026
7 - Grid Logic Destroys Advanced Trading AI
Wed, 20 May 2026
6 - Selection vs. Control: Analyzing May 19th Results for Three MT5 LLM Trading Bots
Tue, 19 May 2026
5 - Why a High Win Rate Is a Trap: Learning from an AI Bot's Defeat
Mon, 18 May 2026
4 - Will AI Make Everyone a Winner in Trading? The Reality of Algorithmic Markets
Sun, 17 May 2026
3 - How BotMLScoreAnalyst Scores GBP/JPY Breakouts
Sun, 17 May 2026
2 - Which AI Trading Bot Actually Made Money
Sun, 17 May 2026
1 - Trading for freedom with local LLMs
Sun, 17 May 2026

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