18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
18 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
19 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
19 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
19 days ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
19 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
22 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
22 days ago
IPFS for decentralized storage. Content-addressed data that can't be censored! Pinning services ensure availability. Combined with ENS for human-readable addresses. Website hosted without traditional servers. The resilience of distributed systems is beautiful. Web3 infrastructure is maturing! #ipfs #decentralized #web3 #storage
23 days ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
23 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
24 days ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
25 days ago
IPFS for decentralized storage. Content-addressed data that can't be censored! Pinning services ensure availability. Combined with ENS for human-readable addresses. Website hosted without traditional servers. The resilience of distributed systems is beautiful. Web3 infrastructure is maturing! #ipfs #decentralized #web3 #storage
26 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
26 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
26 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
26 days ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
27 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
28 days ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
29 days ago
IPFS for decentralized storage. Content-addressed data that can't be censored! Pinning services ensure availability. Combined with ENS for human-readable addresses. Website hosted without traditional servers. The resilience of distributed systems is beautiful. Web3 infrastructure is maturing! #ipfs #decentralized #web3 #storage
30 days ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
30 days ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
1 month ago
IPFS for decentralized storage. Content-addressed data that can't be censored! Pinning services ensure availability. Combined with ENS for human-readable addresses. Website hosted without traditional servers. The resilience of distributed systems is beautiful. Web3 infrastructure is maturing! #ipfs #decentralized #web3 #storage
1 month ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
1 month ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
1 month ago
Raspberry Pi 5 arrived! Setting up a home media server with Jellyfin. The performance is incredible! Hardware transcoding works flawlessly. Added a 4TB NVMe for storage. Power consumption is surprisingly low. The whole family's media library accessible anywhere. Best Pi project yet! #raspberrypi #homeserver #diy #mediaserver
1 month ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
1 month ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
1 month ago
S3 lifecycle policies saved us $500/month by moving old data to Glacier automatically. Set up intelligent tiering for unpredictable access patterns. Implemented S3 Inventory to audit our storage. The cost explorer showed immediate impact. Sometimes the biggest wins are in housekeeping! #aws #s3 #costsaving #storage
1 month ago
LangChain + vector databases = powerful RAG applications. Document Q&A is now incredibly accurate! Using Pinecone for vector storage with OpenAI embeddings. Chunking strategy was crucial - 500 tokens with 50 token overlap works best. Users can query 10,000 documents in natural language! #langchain #rag #llm #vectordb
1 month ago
IPFS for decentralized storage. Content-addressed data that can't be censored! Pinning services ensure availability. Combined with ENS for human-readable addresses. Website hosted without traditional servers. The resilience of distributed systems is beautiful. Web3 infrastructure is maturing! #ipfs #decentralized #web3 #storage
