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The AI thinks, the gate decides — how I made LLM code edits deterministic (and cut token usage 42 )
Sergio Corruchaga
Sergio Corruchaga
Sergio Corruchaga
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Sep 10
The AI thinks, the gate decides — how I made LLM code edits deterministic (and cut token usage 42 )
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ai
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opensource
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typescript
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llm
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11 min read
AWS retired Bedrock Access Gateway: what moving to the native APIs actually costs
J.Goutin
J.Goutin
J.Goutin
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Sep 10
AWS retired Bedrock Access Gateway: what moving to the native APIs actually costs
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api
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aws
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cloud
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llm
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9 min read
Idempotency as a Product Feature: Run Keys, Leases, and Scheduling
Amit chakraborty
Amit chakraborty
Amit chakraborty
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Sep 10
Idempotency as a Product Feature: Run Keys, Leases, and Scheduling
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fullstack
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idempotency
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architecture
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llm
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5 min read
The benchmark that disproved its own result
the kilted dev
the kilted dev
the kilted dev
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Sep 10
The benchmark that disproved its own result
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localmodels
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llm
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evaluation
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buildinpublic
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6 min read
AI agent or plain automation: where the real ROI is
Maksim Ilin
Maksim Ilin
Maksim Ilin
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Sep 10
AI agent or plain automation: where the real ROI is
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ai
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automation
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llm
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startup
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5 min read
CISA's Distillation Detector Also Flags a Shared API Key
Reid Marlow
Reid Marlow
Reid Marlow
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Sep 10
CISA's Distillation Detector Also Flags a Shared API Key
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ai
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cybersecurity
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llm
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security
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3 min read
LLM Integration Patterns Every Software Engineer Should Know
Digital Engineering Insights
Digital Engineering Insights
Digital Engineering Insights
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Sep 10
LLM Integration Patterns Every Software Engineer Should Know
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ai
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llm
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automation
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softwaredevelopment
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3 min read
Agentic Guardrails for LangChain: The Manifest You Didn't Know You Needed
Doug Sillars
Doug Sillars
Doug Sillars
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Cognous
Sep 10
Agentic Guardrails for LangChain: The Manifest You Didn't Know You Needed
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agents
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ai
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llm
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security
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7 min read
A Model Swap Can Keep the Memory File and Still Lose the Facts
Reid Marlow
Reid Marlow
Reid Marlow
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Sep 10
A Model Swap Can Keep the Memory File and Still Lose the Facts
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ai
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llm
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productivity
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programming
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4 min read
How I Saved a Client ₹85K/Month on AI API Costs
Archit Mittal
Archit Mittal
Archit Mittal
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Sep 10
How I Saved a Client ₹85K/Month on AI API Costs
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ai
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costoptimization
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llm
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api
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5 min read
What Happens When You Put a Lie Inside the Information an AI is Supposed to Trust?
Antonio Lopes Correia
Antonio Lopes Correia
Antonio Lopes Correia
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Sep 10
What Happens When You Put a Lie Inside the Information an AI is Supposed to Trust?
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agents
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ai
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llm
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security
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4 min read
I put an LLM agent on a static site for free. Here is the actual bill
martinimarcello00
martinimarcello00
martinimarcello00
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Sep 10
I put an LLM agent on a static site for free. Here is the actual bill
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ai
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llm
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webdev
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selfhosted
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6 min read
HNSW ef_search: Why Your Vector Search Misses the Right Chunk
jidonglab
jidonglab
jidonglab
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Sep 10
HNSW ef_search: Why Your Vector Search Misses the Right Chunk
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ai
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llm
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machinelearning
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performance
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6 min read
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 10
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning
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ai
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agenticai
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machinelearning
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llm
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5 min read
How much does it cost to implement an AI agent in 2026
Maksim Ilin
Maksim Ilin
Maksim Ilin
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Sep 10
How much does it cost to implement an AI agent in 2026
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ai
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startup
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business
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llm
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5 min read
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