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97% of what my coding agent billed for was re-reading its own context
Evgenii Arsentev
Evgenii Arsentev
Evgenii Arsentev
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Sep 16
97% of what my coding agent billed for was re-reading its own context
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ai
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claudecode
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productivity
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2
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5 min read
Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU
Michał Piszczek
Michał Piszczek
Michał Piszczek
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Aug 17
Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU
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aiinfrastructure
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llm
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cuda
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performance
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1
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11 min read
Your LLM bill has two levers. Your team only pulls one.
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Aug 13
Your LLM bill has two levers. Your team only pulls one.
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ai
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llm
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cost
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programming
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3 min read
I Found 35+ Text-Generation LLM Providers That Are Entirely Free And Replenishable
spaceyyy
spaceyyy
spaceyyy
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Sep 16
I Found 35+ Text-Generation LLM Providers That Are Entirely Free And Replenishable
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ai
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llm
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api
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3 min read
The Dedicated OCR Engine Lost to the General-Purpose Model — 300 Slower
John
John
John
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Sep 5
The Dedicated OCR Engine Lost to the General-Purpose Model — 300 Slower
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ai
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llm
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machinelearning
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performance
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4 min read
Consolidation: the half of agent memory nobody builds
qianqiuwanzi
qianqiuwanzi
qianqiuwanzi
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Sep 16
Consolidation: the half of agent memory nobody builds
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ai
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llm
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agents
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architecture
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5 min read
Ollama's gemma4 renderer silently drops tool parameters named type or description, and the model invents a value
The Homelab Postmortem
The Homelab Postmortem
The Homelab Postmortem
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Sep 16
Ollama's gemma4 renderer silently drops tool parameters named type or description, and the model invents a value
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ollama
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llm
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ai
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debugging
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2
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7 min read
Why BEAM Is a Good Memory Benchmark for AI Agents
Baaz
Baaz
Baaz
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Aug 13
Why BEAM Is a Good Memory Benchmark for AI Agents
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agents
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ai
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llm
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testing
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6 min read
Stop Naive Vector Lookup: Boost RAG Recall with Spring AI HyDE Query Rewriting
Machine coding Master
Machine coding Master
Machine coding Master
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Aug 13
Stop Naive Vector Lookup: Boost RAG Recall with Spring AI HyDE Query Rewriting
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java
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ai
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systemdesign
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2 min read
Anthropic's Production Agent Guardrails: Lint Rules, Fuzzers, and Automated Reviews for Claude-Generated Code
mech.app
mech.app
mech.app
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Sep 16
Anthropic's Production Agent Guardrails: Lint Rules, Fuzzers, and Automated Reviews for Claude-Generated Code
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agents
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ai
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llm
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testing
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1
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7 min read
Hermes Soul, Copilot Shell: Inline Editing in VS Code with Your Hermes Agent
MilkyWay008
MilkyWay008
MilkyWay008
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Aug 13
Hermes Soul, Copilot Shell: Inline Editing in VS Code with Your Hermes Agent
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ai
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tutorial
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devops
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12 min read
Cheap Model First, Strong Model on Failure: Building an Auditable Two-Tier LLM Pipeline
Emery Lin
Emery Lin
Emery Lin
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Aug 13
Cheap Model First, Strong Model on Failure: Building an Auditable Two-Tier LLM Pipeline
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ai
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llm
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python
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6 min read
Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router
Morgan Xu
Morgan Xu
Morgan Xu
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Aug 13
Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router
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python
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4 min read
Security Basics for AI Apps and APIs
George Panos
George Panos
George Panos
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Aug 13
Security Basics for AI Apps and APIs
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ai
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api
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llm
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security
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4 min read
Per-Tenant Media Scheduling Explained: Node.js LLM JSON Schema for Ticket Tags
RhettFletcher9678
RhettFletcher9678
RhettFletcher9678
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Aug 13
Per-Tenant Media Scheduling Explained: Node.js LLM JSON Schema for Ticket Tags
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node
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7 min read
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