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Lessons I Learned While Building Real-World AI and Automation Projects
Meet Dalsania
Meet Dalsania
Meet Dalsania
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Aug 21
Lessons I Learned While Building Real-World AI and Automation Projects
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llm
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career
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automation
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architecture
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8 min read
LLM Evaluation: How a Benchmark Produces Comparable Numbers
RESK
RESK
RESK
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Sep 24
LLM Evaluation: How a Benchmark Produces Comparable Numbers
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llm
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evaluation
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benchmark
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reinforcementlearnin
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4 min read
Should You Be Distilling Your Own Model?
Thomson D Nguy
Thomson D Nguy
Thomson D Nguy
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Sep 23
Should You Be Distilling Your Own Model?
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ai
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llm
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machinelearning
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3
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4 min read
Claude Opus 5.5 Is Now on Google Cloud, and I Think It's a Big Deal for Developers
Lucy
Lucy
Lucy
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Sep 23
Claude Opus 5.5 Is Now on Google Cloud, and I Think It's a Big Deal for Developers
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ai
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googlecloud
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claude
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llm
15
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6
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5 min read
A generic fine-tuning playbook, written after doing it wrong several times
Rickesh T N
Rickesh T N
Rickesh T N
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Aug 24
A generic fine-tuning playbook, written after doing it wrong several times
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llm
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finetuning
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machinelearning
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mlops
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1
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6 min read
I Cut 2,490 Agent Test Runs to 206 and Kept the Same Coverage
Debashish Ghosal
Debashish Ghosal
Debashish Ghosal
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Sep 22
I Cut 2,490 Agent Test Runs to 206 and Kept the Same Coverage
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ai
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programming
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testing
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llm
16
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4
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5 min read
Every release makes the harness harder to fool: LLMKube 0.9.19
Christopher Maher
Christopher Maher
Christopher Maher
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Aug 20
Every release makes the harness harder to fool: LLMKube 0.9.19
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kubernetes
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ai
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llm
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devops
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6 min read
LLM Security Is Not Just Prompt Injection: Understanding the Full Attack Surface
DHARANIDHARAN SENTHILKUMAR
DHARANIDHARAN SENTHILKUMAR
DHARANIDHARAN SENTHILKUMAR
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Sep 23
LLM Security Is Not Just Prompt Injection: Understanding the Full Attack Surface
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ai
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security
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cybersecurity
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llm
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2
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16 min read
Your AI Agent Will Follow a Malicious Instruction. Design So It Can't Do Anything With It.
Shashi Kanth
Shashi Kanth
Shashi Kanth
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Aug 21
Your AI Agent Will Follow a Malicious Instruction. Design So It Can't Do Anything With It.
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ai
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agentharness
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llm
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python
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7 min read
Agentes LLM: un presupuesto para cada acción
Silviu Technology
Silviu Technology
Silviu Technology
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Sep 24
Agentes LLM: un presupuesto para cada acción
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ai
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llm
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automation
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devtools
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4 min read
Latent-GRPO: Reinforcement Learning in Continuous Thought Space
Aleksei Romanov
Aleksei Romanov
Aleksei Romanov
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g factor
Sep 23
Latent-GRPO: Reinforcement Learning in Continuous Thought Space
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grpo
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machinelearning
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ai
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llm
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2
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9 min read
Agentic AI vs AI Agents: Orchestration Beats a Lone Worker
Shaam
Shaam
Shaam
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Sep 24
Agentic AI vs AI Agents: Orchestration Beats a Lone Worker
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agenticai
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aiagents
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llm
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multiagentsystems
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7 min read
Opus 5.5 Made Cache Reads 60% Cheaper. I Redid the Math on My Text-to-SQL Architecture
Onkar Deokate
Onkar Deokate
Onkar Deokate
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Sep 23
Opus 5.5 Made Cache Reads 60% Cheaper. I Redid the Math on My Text-to-SQL Architecture
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ai
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llm
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architecture
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postgres
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4
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5 min read
I Tested 4 LLM APIs for Coding Work — All 20 Runs Passed, But Speed Varies 10x
Pitambar Mahato
Pitambar Mahato
Pitambar Mahato
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Sep 3
I Tested 4 LLM APIs for Coding Work — All 20 Runs Passed, But Speed Varies 10x
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llm
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benchmark
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claude
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coding
1
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1
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7 min read
Token Forensics: Auditing LLM Usage on a Free Server
Riley Wang
Riley Wang
Riley Wang
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Aug 21
Token Forensics: Auditing LLM Usage on a Free Server
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ai
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llm
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tutorial
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python
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5 min read
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