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ALTK-Evolve: On-the-Job Learning for AI Agents
Vatche Isahagian
Vatche Isahagian
Vatche Isahagian
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Sep 17
ALTK-Evolve: On-the-Job Learning for AI Agents
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ai
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opensource
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agents
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4
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5 min read
I built a small Python library to add retries, caching, fallbacks, budgets, and guardrails around native LLM SDK calls
Tanbir Ramim
Tanbir Ramim
Tanbir Ramim
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Sep 16
I built a small Python library to add retries, caching, fallbacks, budgets, and guardrails around native LLM SDK calls
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python
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opensource
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1
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3 min read
Prompt Caching Strategies to Cut LLM Costs by 70%
Ayi NEDJIMI
Ayi NEDJIMI
Ayi NEDJIMI
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Sep 16
Prompt Caching Strategies to Cut LLM Costs by 70%
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python
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5 min read
Is Claude Watermarking Code? What Developers Need to Know
Mohab Abdelkarim
Mohab Abdelkarim
Mohab Abdelkarim
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Sep 17
Is Claude Watermarking Code? What Developers Need to Know
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ai
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claude
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coding
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llm
5
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7 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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7 min read
The AI Guessed 13/10. Seconds Later, I Said 5/10.
Puyun
Puyun
Puyun
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Sep 16
The AI Guessed 13/10. Seconds Later, I Said 5/10.
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ai
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aisafety
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abotwrotethis
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6 min read
How We Separate Persistent AI Identity from the Underlying LLM
Veritas Forge
Veritas Forge
Veritas Forge
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Sep 16
How We Separate Persistent AI Identity from the Underlying LLM
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ai
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machinelearning
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architecture
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llm
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4 min read
Two LLMs, One Key Pool, Zero Improvisation
Anurup R Krishnan
Anurup R Krishnan
Anurup R Krishnan
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Sep 20
Two LLMs, One Key Pool, Zero Improvisation
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ai
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1
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3 min read
Navigating the Hidden Traps of AI Provider Routing in Production
Andrew
Andrew
Andrew
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Sep 16
Navigating the Hidden Traps of AI Provider Routing in Production
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ai
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api
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devops
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llm
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6 min read
Small Models, Strong Guardrails
Nicholas Masters
Nicholas Masters
Nicholas Masters
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Sep 16
Small Models, Strong Guardrails
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ai
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productivity
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programming
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4 min read
I traced the agentic calls. Here's where the token consumption comes from
Chris Gougui
Chris Gougui
Chris Gougui
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Sep 16
I traced the agentic calls. Here's where the token consumption comes from
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agents
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ai
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coding
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llm
1
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3
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3 min read
An LLM Is Not Your Backend — Here's What I Learned
Agrima Gupta
Agrima Gupta
Agrima Gupta
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Sep 16
An LLM Is Not Your Backend — Here's What I Learned
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ai
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backend
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softwaredevelopment
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4 min read
Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration
Manoranjan Rajguru
Manoranjan Rajguru
Manoranjan Rajguru
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Sep 16
Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration
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machinelearning
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18 min read
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever
Manoranjan Rajguru
Manoranjan Rajguru
Manoranjan Rajguru
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Sep 16
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever
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ai
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18 min read
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls
Rost
Rost
Rost
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Sep 17
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls
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1
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10 min read
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