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We let an AI agent hit a database 1034 times. Text-to-SQL ran 23 unsafe ops. The policy layer ran zero
Dipankar Sarkar
Dipankar Sarkar
Dipankar Sarkar
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Jul 2
We let an AI agent hit a database 1034 times. Text-to-SQL ran 23 unsafe ops. The policy layer ran zero
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python
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llm
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4 min read
Why âPlease Donât Make Recommendationsâ Is Not a Guardrail for RAG
mofuteq
mofuteq
mofuteq
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Jul 2
Why âPlease Donât Make Recommendationsâ Is Not a Guardrail for RAG
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rag
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machinelearning
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2 min read
çżèScaling Lawćæè§ŁèŻ»
cognitalk
cognitalk
cognitalk
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Jul 2
çżèScaling Lawćæè§ŁèŻ»
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deeplearning
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machinelearning
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2 min read
A Score Nobody Can Act On Is Just Anxiety: Building Relevyn's "What To Fix" Engine
Tabor Bachelor
Tabor Bachelor
Tabor Bachelor
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Jul 2
A Score Nobody Can Act On Is Just Anxiety: Building Relevyn's "What To Fix" Engine
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seo
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softwareengineering
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2 min read
Series: "Can You Build an Alternative to LLMs? 8 Months of Experiments, 200 Failures, and One Wall" 1
Oleksander
Oleksander
Oleksander
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Jul 2
Series: "Can You Build an Alternative to LLMs? 8 Months of Experiments, 200 Failures, and One Wall" 1
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evalution
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8 min read
Phase 1: Document Ingestion - The Hidden Complexity Before Embeddings
surajrkhonde
surajrkhonde
surajrkhonde
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Jul 2
Phase 1: Document Ingestion - The Hidden Complexity Before Embeddings
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dataengineering
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rag
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20 min read
I Was Burning Money on AI Tokens Without Knowing It â Here's What Fixed It
Shweta Mishra
Shweta Mishra
Shweta Mishra
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Jul 2
I Was Burning Money on AI Tokens Without Knowing It â Here's What Fixed It
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machinelearning
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programming
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3 min read
The Ultimate Collection of AI Interview Questions for 2026
Rahish saifi
Rahish saifi
Rahish saifi
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Jul 2
The Ultimate Collection of AI Interview Questions for 2026
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2 min read
Stop breaking your vector DB: How I fixed the Pinecone 40KB metadata limit
Achal Jain
Achal Jain
Achal Jain
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Jul 2
Stop breaking your vector DB: How I fixed the Pinecone 40KB metadata limit
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2 min read
Why your AI forgets â and how a memory layer fixes it
stephen487
stephen487
stephen487
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Jul 2
Why your AI forgets â and how a memory layer fixes it
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3 min read
One API Key for 200+ AI Models: Building a Unified AI Gateway
aitoken-hub
aitoken-hub
aitoken-hub
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Jul 2
One API Key for 200+ AI Models: Building a Unified AI Gateway
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api
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6 min read
Why Traditional LLM Audits Are Partially Useless â Logit-Level Security Is the Fix
RESK
RESK
RESK
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Jul 2
Why Traditional LLM Audits Are Partially Useless â Logit-Level Security Is the Fix
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3 min read
LLM Audits and Guardrails Are Not Enough: Why You Must Filter at the Logit Level
RESK
RESK
RESK
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Jul 2
LLM Audits and Guardrails Are Not Enough: Why You Must Filter at the Logit Level
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1 min read
Cluster-Route-Escalate Cascade Serves LLMs at 97-99% Accuracy for Less Cost: Cost-Aware LLM Cascade
pueding
pueding
pueding
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Jul 2
Cluster-Route-Escalate Cascade Serves LLMs at 97-99% Accuracy for Less Cost: Cost-Aware LLM Cascade
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agents
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devops
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6 min read
Stop Scattering LLM Code Across Your Codebase
Jyotiraditya Singh
Jyotiraditya Singh
Jyotiraditya Singh
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Jul 2
Stop Scattering LLM Code Across Your Codebase
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ai
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architecture
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2 min read
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