BAOFUFAN - DEV Community

BAOFUFAN

Jun 11

How I Slashed Context Loss from 30% to 0% with Automated LangChain Memory Tests

#python #programming

1

3 min read

BAOFUFAN

Jun 11

From 100 Logins to 1: Cut E2E Test Time by 78%

#python #programming

4 min read

BAOFUFAN

Jun 10

Pitfalls of Testing LLM Long-Term Memory: A 3‑Day Debugging Saga

#llm #playwright #长期记忆 #自动化测试

4 min read

BAOFUFAN

Jun 10

From JSON to Pinecone: 90% Accuracy Boost for AI Long-Conversation Memory

#python #programming

3 min read

BAOFUFAN

Jun 9

Bringing LLM Memory Regression Tests from 30 Minutes Down to 90 Seconds with pytest + Redis

#python #programming

4 min read

BAOFUFAN

Jun 9

Automating Agent Memory Regression with pytest & Vector DB: 5x Defect Discovery Speedup

#python #programming

1

3 min read

BAOFUFAN

Jun 8

LangChain Memory Pitfall: A Concurrency Race Condition That Cost Me 6 Hours

#python #programming

3 min read

BAOFUFAN

Jun 8

We Automated LLM Memory Tests and Got 8x Efficiency

#python #programming

3 min read

BAOFUFAN

Jun 7

Pytest + Redis: My 3‑Hour Battle with a Data Inconsistency Bug

#python #programming

4 min read

BAOFUFAN

Jun 7

LangChain + Chroma: Multi-turn RAG Memory and Automated Testing That Turned 2-Hour Bugs Into 5-Minute Fixes

#python #rag #langchain #chroma

4 min read

BAOFUFAN

Jun 6

How Automating RAG Memory Tests with ChromaDB Quadrupled Our Bug Discovery Rate

#python #langchain #chromadb #自动化测试

3 min read

BAOFUFAN

Jun 6

From Mock to Real Redis: Cutting Agent Memory Test Leakage from 30% to 0

#python #programming

7 min read

BAOFUFAN

Jun 5

From Database Locks to Redis+Lua: 100x QPS Boost in Coupon Flash Sales

#python #programming

3 min read

BAOFUFAN

Jun 5

A Single `&&` Cost Me 4 Hours — and Dropped Frontend Incidents to Zero

#python #programming

1

4 min read

BAOFUFAN

Jun 4

I Spent 48 Hours Debugging Multi-Turn LLM Memory Loss—Then Playwright + Pytest Locked It Down

#python #programming

3 min read

BAOFUFAN

Jun 4

Redis Persistence Pitfall: How RDB+AOF Hybrid Persistence Silently Lost Data — I Reproduced 30 Failure Scenarios with pytest + Docker

#python #programming

4 min read

BAOFUFAN

Jun 3

LangChain Memory Pitfalls: How Broken Context Cost Me 6 Hours at 1 AM

#python #programming

3 min read

BAOFUFAN

Jun 3

From Manual Logging to Pytest+Mem0: Slash AI Memory Bugs by 90%

#python #programming

4 min read

BAOFUFAN

Jun 2

Moving Conversation Memory from RAM to Redis: Boosting Long-Term Accuracy from 63% to 98%

#python #programming

5 min read

BAOFUFAN

Jun 2

From Manual Checks to Pytest + Vector DB: 10x Faster AI Agent Memory Testing

#python #programming

6 min read

BAOFUFAN

Jun 1

50 pytest Tests That Caught Redis Cache Bugs Before Production — 90% Fewer Incidents

#python #programming

4 min read

BAOFUFAN

Jun 1

How I Built a Private Knowledge Base with LangChain + FastAPI — and the 3 Pitfalls That Cost Me 8 Hours

#python #programming

1

3 min read

BAOFUFAN

May 12

AI Chat Memory Pitfalls: 30% of Conversations Lost on Refresh

#python #programming

3 min read

BAOFUFAN

May 11

How Moving Rate Limiting to Redis+Go 8x'd Our API Gateway Throughput (And Cost Us 3 Days of Debugging)

#python #programming

3 min read

BAOFUFAN

May 11

Stop Guessing Memory: How to Automate LangChain Memory Testing and Catch 80% of Multi-Turn Failures

#python #programming

5 min read

BAOFUFAN

May 10

IndexedDB Automation Testing Pitfalls: 3 Hidden Bugs & 30 Wasted Hours

#python #programming

3 min read

BAOFUFAN

May 10

Debugging AI Agent Memory Loss: A 3-Day Investigation

#python #programming

3 min read

BAOFUFAN

May 9

How I Slashed Our LLM API Token Costs by 90% — From 1M to 100K Daily

#python #programming

4 min read

BAOFUFAN

May 9

Validating AI Agent Memory with ChromaDB: How a Misaligned Similarity Threshold Cost Me 3 Hours

#python #programming

4 min read

BAOFUFAN

May 8

From 2 Hours to 3 Minutes: Eliminating Missed Tests in AI Memory Consistency Testing

#python #programming

3 min read

BAOFUFAN

May 8

Playwright Multi‑Tab IndexedDB Sync: The Browser Context Isolation Trap (6 Hours of Debugging)

#python #programming

3 min read

BAOFUFAN

May 7

From 2-Hour Manual Regression to 4-Minute Playwright Automation for RAG Memory Tests—and 80% Fewer Misses

#python #programming

5 min read

BAOFUFAN

May 7

Moving DeepSeek-R1 from Transformers to vLLM: A 14x Throughput Boost

#python #programming

4 min read

BAOFUFAN

May 6

Pytest + Docker: 3 Bugs That Broke My AI Agent's Memory (and Cost Me 8 Hours)

#python #programming

4 min read

BAOFUFAN

May 6

Building RAG with LangChain & Chroma: Two Hidden Pitfalls That Cost Me 6 Hours

#python #programming

4 min read

BAOFUFAN

May 5

How I Cut LLM Memory Bug Diagnosis from 2 Hours to 5 Minutes with Playwright & Allure

#python #programming

3 min read

BAOFUFAN

May 5

A 2 AM Serialization Bug in LangChain Memory — And How pytest Stopped It Forever

#python #programming

4 min read

BAOFUFAN

May 4

"How a Refresh Wiped Out 237 Drafts — and How We Used Playwright to Stop It Forever"

#python #programming

1

3 min read

BAOFUFAN

May 4

I Spent 6 Hours Fixing LangChain's ConversationBufferMemory — Here's the Automated Test You Need

#python #programming

3 min read

BAOFUFAN

May 3

Scaling Rate Limiting from Single‑Node to a Distributed Go+Redis Token Bucket — 10x Throughput Under Load (with Degradation Strategy)

#python #programming

4 min read

BAOFUFAN

May 3

Slash Multi-Level Cache Debugging Time by 90% with Pytest Parametrization

#python #programming

3 min read

BAOFUFAN

May 2

From 800 Lines of Shell to 30 Lines of Pytest: 10x Redis Persistence Testing Efficiency

#python #programming

4 min read

BAOFUFAN

May 2

Uncovering 8% IndexedDB Data Loss After Browser Crashes with Playwright

#python #programming

3 min read

BAOFUFAN

May 1

3 Asyncio Pitfalls That Took Me 3 Hours to Debug and Almost Crashed Production

#python #异步编程 #asyncio #性能优化

4 min read

BAOFUFAN

May 1

I Rewrote Our Crawler with asyncio and Got a 15x Performance Boost

#python #异步编程 #asyncio #爬虫实战

3 min read

BAOFUFAN

May 1

asyncio Pitfalls: The Mistake That Cost Me 3 Hours

#python #asyncio #爬虫 #性能优化

3 min read

BAOFUFAN

May 1

The asyncio Mistake That Cost Me 3 Hours

#python #异步编程 #asyncio #性能优化

3 min read

BAOFUFAN

May 1

3 Hours Wasted on asyncio Pitfalls That Almost Took Down Production

#python #异步编程 #asyncio #爬虫

4 min read

BAOFUFAN

May 1

Is asyncio Really Better Than Multithreading? I Tested 100 Concurrent Requests, and the Difference Is Huge

#python #异步编程 #asyncio #性能优化

3 min read

BAOFUFAN

May 1

3-Hour Debugging: How `time.sleep` in Async Functions Killed Our asyncio Concurrency

#python #异步编程 #踩坑 #性能优化

4 min read

BAOFUFAN

May 1

The asyncio Mistake That Cost Me 3 Hours

#python #asyncio #异步编程 #爬虫

3 min read

BAOFUFAN

May 1

I Rewrote Our Scraper with asyncio. My CTO Thought I Added Servers.

#python #异步编程 #asyncio #性能优化

3 min read

BAOFUFAN

May 1

I Spent 3 Hours on This Asyncio Bug — Here’s How to Avoid It

#python #asyncio #并发编程 #爬虫实战

3 min read

BAOFUFAN

May 1

How asyncio Slashed Our Data Aggregation Latency from 30s to 2s

#python #asyncio #异步编程 #性能优化

3 min read

BAOFUFAN

May 1

asyncio Pitfalls: 3 Hours Debugging a Concurrent Crawler

#python #异步编程 #asyncio #并发爬虫

3 min read

BAOFUFAN

May 1

How I Boosted Concurrency 40x with asyncio — and Ops Thought We Were DDoSed

#python #asyncio #异步编程 #性能优化

3 min read

BAOFUFAN

May 1

asyncio Pitfalls: The 3-Hour Bug

#python #asyncio #爬虫 #并发编程

3 min read

BAOFUFAN

May 1

From 20 Minutes to 90 Seconds: Refactoring a 100-Endpoint Crawler with asyncio

#python #异步编程 #爬虫 #性能优化

4 min read

BAOFUFAN

May 1

The 3-Hour Async Bug: Why My 1000 Concurrent Requests Ran One by One

#python #asyncio #异步编程 #爬虫

4 min read

BAOFUFAN

May 1

Python asyncio Pitfalls: The Bug That Cost Me 3 Hours

#python #异步编程 #asyncio #后端性能优化

3 min read

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