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Solving the Dual-Write Problem: Implementing an Async Transactional Outbox with Idempotent DLQ in Python
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Solving the Dual-Write Problem: Implementing an Async Transactional Outbox with Idempotent DLQ in Python

DEV Community: database·marlete23·about 4 hours ago
#OCePS7ow
#devtodatabase#devto#dev#outbox#event

Every distributed backend eventually confronts a deceptively simple requirement: persist a state...

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An append-only, hash-chained audit log in SQLite, and a script to check it
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An append-only, hash-chained audit log in SQLite, and a script to check it

DEV Community: database·Nic Flemmer·about 4 hours ago
#rOA8AI4W
#devtodatabase#devto#dev#styx#hash

How Styx records every access request, grant, use and revoke in a log the database refuses to edit, and how to verify the chain yourself.

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Keeping Vector Retrieval Stable While Your Knowledge Base Is Still Loading
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Keeping Vector Retrieval Stable While Your Knowledge Base Is Still Loading

DEV Community: database·Samuel Oakley·about 4 hours ago
#01OTFfIG
#devtodatabase#devto#dev#ingestion#retrieval

Separate ingestion from retrieval, handle HNSW contention, and build a runnable PostgreSQL boundary that won't collapse under concurrent load.

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Systematic Approach Simplifies Large-Scale Database Design, Managing Complexity in Relationships, Indexes, and Scalability
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Systematic Approach Simplifies Large-Scale Database Design, Managing Complexity in Relationships, Indexes, and Scalability

DEV Community: database·Ilya Selivanov·about 4 hours ago
#g5lE3sTh
#devtodatabase#devto#dev#database#article

Technical Reconstruction of Large-Scale Database Design Mechanisms Designing large-scale...

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Where most memory tools help your agent remember more, mnemoa helps it forget what no longer belongs.
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Where most memory tools help your agent remember more, mnemoa helps it forget what no longer belongs.

DEV Community: database·Affan Shaik·about 4 hours ago
#CLpRaEdq
#devtodatabase#devto#dev#mnemoa#files

I built *mnemoa * to keep AI coding instructions from going stale. *mnemoa * is built to...

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Designing data-intensive applications: replication, partitioning, quorums
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Designing data-intensive applications: replication, partitioning, quorums

DEV Community: database·mseada·about 20 hours ago
#hKF6zvzu
#devtodatabase#devto#dev#write#writes

Replication, partitioning, transactions and consistency, for engineers who design the storage layer.

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# Stop Breaking Your Next.js App: NextAuth Setup in App Router (with MongoDB)
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# Stop Breaking Your Next.js App: NextAuth Setup in App Router (with MongoDB)

DEV Community: database·Yash Matrani·about 20 hours ago
#KJ7Avgtd
#devtodatabase#devto#dev#auth#client

Setting up authentication in Next.js 14 (App Router) is a nightmare if you don't understand the...

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Why Every Query Your Team Runs Should Leave a Paper Trail
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Why Every Query Your Team Runs Should Leave a Paper Trail

DEV Community: database·Abd Alrhman Alloush·about 20 hours ago
#w6yqaNEo
#devtodatabase#devto#dev#question#query

Natural-language database access only holds up if every question and the exact SQL it generated gets logged. Here's how Query1AI's audit trail actually works — and what it deliberately isn't.

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Buffer Pool and Cache Management for Database Engines
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Buffer Pool and Cache Management for Database Engines

DEV Community: database·beefed.ai·about 20 hours ago
#jMoikoTa
#devtodatabase#devto#dev#buffer#pool

Design high-performance buffer pools: eviction policies, page pinning, dirty page flushing, prefetching, and interaction with OS caches.

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