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If models get smarter, why does the same task cost more?
Alex @Bickov
Alex @Bickov
Alex @Bickov
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Sep 9
If models get smarter, why does the same task cost more?
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ai
#
llm
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webdev
#
productivity
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1
 comment
2 min read
GPT-6 Astra vs GPT-5.6 Sol: Choosing by Completed Work, Not Model Age
Ryan Cole
Ryan Cole
Ryan Cole
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Sep 9
GPT-6 Astra vs GPT-5.6 Sol: Choosing by Completed Work, Not Model Age
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ai
#
agents
#
llm
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10 min read
How AI Models âRememberâ You Across Different Chats
Melchizedek Madaki
Melchizedek Madaki
Melchizedek Madaki
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Sep 9
How AI Models âRememberâ You Across Different Chats
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ai
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chatgpt
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claude
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llm
2
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2 min read
Context length cost for .NET developers: Why your prompts are draining the budget
Amitesh0512
Amitesh0512
Amitesh0512
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Sep 9
Context length cost for .NET developers: Why your prompts are draining the budget
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llm
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net
#
azureopenai
#
promptengineering
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7 min read
Looking for honest reviewers I wrote a book on building local AI apps with Ollama
embededsystemguyyyyy
embededsystemguyyyyy
embededsystemguyyyyy
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Sep 9
Looking for honest reviewers I wrote a book on building local AI apps with Ollama
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ai
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python
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ollama
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llm
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1 min read
How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup
AI Bug Slayer đ
AI Bug Slayer đ
AI Bug Slayer đ
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Sep 9
How a Single AI Agent Replaced a 5-Person Data Team at a Fintech Startup
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aiagents
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ai
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llm
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webdev
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4 min read
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice
Priyesh Dave
Priyesh Dave
Priyesh Dave
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Sep 9
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice
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ai
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agenticai
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machinelearning
#
llm
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 comment
4 min read
Your agent's confirm token is one-shot. Your write still happens twice.
Vanhpoker
Vanhpoker
Vanhpoker
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Sep 11
Your agent's confirm token is one-shot. Your write still happens twice.
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ai
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security
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llm
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architecture
2
 reactions
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6
 comments
5 min read
From 51% to 90.5%: fine-tuning a local triage model on 10,003 support tickets (open source and measured)
gj0xv
gj0xv
gj0xv
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Oct 1
From 51% to 90.5%: fine-tuning a local triage model on 10,003 support tickets (open source and measured)
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ai
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llm
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machinelearning
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python
2
 reactions
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6
 comments
3 min read
How we made 2,000 customer conversations queryable in a few hours
Israel VĂĄsquez
Israel VĂĄsquez
Israel VĂĄsquez
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for
Monogram
Sep 8
How we made 2,000 customer conversations queryable in a few hours
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ai
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architecture
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aws
#
llm
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3 min read
What Memory API Feature Would Make You Think "Okay, I'd Actually Try That"?
woochan
woochan
woochan
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Oct 2
What Memory API Feature Would Make You Think "Okay, I'd Actually Try That"?
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discuss
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ai
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api
#
llm
6
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1 min read
A 404 is the easy half. Scoring a package that actually exists is where we got it wrong.
jj1423
jj1423
jj1423
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Oct 1
A 404 is the easy half. Scoring a package that actually exists is where we got it wrong.
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agents
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cybersecurity
#
llm
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security
2
 reactions
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6
 comments
5 min read
How 8-bit quantization shrinks an LLM to half of its size â and why a single outlier weight can quietly ruin it
Susheem Koul
Susheem Koul
Susheem Koul
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Oct 11
How 8-bit quantization shrinks an LLM to half of its size â and why a single outlier weight can quietly ruin it
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ai
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llm
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machinelearning
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python
9
 reactions
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9
 comments
11 min read
Kimi K3: The 2.8 Trillion Parameter AI Model That's Changing Everything
ryan2run
ryan2run
ryan2run
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Sep 9
Kimi K3: The 2.8 Trillion Parameter AI Model That's Changing Everything
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ai
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kimi
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llm
#
programming
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1
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2 min read
Fine-Tune, Deploy and Use LLM As AI Agent
Blessed Josiah
Blessed Josiah
Blessed Josiah
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Sep 22
Fine-Tune, Deploy and Use LLM As AI Agent
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llm
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ai
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finetuning
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agents
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3 min read
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