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Prompts Aren't Enough: Enforcing Hard Constraints on LLM Output
zendev2112
zendev2112
zendev2112
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Jun 18
Prompts Aren't Enough: Enforcing Hard Constraints on LLM Output
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llm
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ai
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promptengineering
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1
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4 min read
I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.
James O'Connor
James O'Connor
James O'Connor
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Jun 18
I put 6 LLM guardrail tools inline and measured what they cost me. Here is the latency-vs-recall tradeoff.
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ai
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llm
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security
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machinelearning
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3 min read
LLM Prompt Injection & Guardrail Security
Aaradhanah Appalo Eleven
Aaradhanah Appalo Eleven
Aaradhanah Appalo Eleven
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Jun 18
LLM Prompt Injection & Guardrail Security
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ai
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cybersecurity
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llm
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security
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5 min read
What is your cutoff for killing a bad Codex run?
Assili Salim
Assili Salim
Assili Salim
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Jun 18
What is your cutoff for killing a bad Codex run?
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ai
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agents
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typescript
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llm
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1 min read
Tokens, Context, and Why Small AI Tasks Aren't Cheap
Call Me Izzy
Call Me Izzy
Call Me Izzy
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Jun 17
Tokens, Context, and Why Small AI Tasks Aren't Cheap
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cursor
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llm
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tokens
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agents
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4 min read
Nvidia H100 and GPU Pricing 2026: Buy, Rent, and Cloud Costs Explained
Khushi Dubey
Khushi Dubey
Khushi Dubey
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Jun 18
Nvidia H100 and GPU Pricing 2026: Buy, Rent, and Cloud Costs Explained
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ai
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cloud
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infrastructure
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llm
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5 min read
We stopped writing eval cases by hand. Now every prod incident becomes one.
Ethan Walker
Ethan Walker
Ethan Walker
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Jun 17
We stopped writing eval cases by hand. Now every prod incident becomes one.
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ai
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machinelearning
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testing
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llm
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2 min read
Clioloop — The Open-Source AI Agent with Agentic Fusion
Omni loop research Labs
Omni loop research Labs
Omni loop research Labs
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Jun 18
Clioloop — The Open-Source AI Agent with Agentic Fusion
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ai
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opensource
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agents
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llm
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2 min read
PII Redaction Built Entirely in the Browser
prajyu
prajyu
prajyu
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Jun 21
PII Redaction Built Entirely in the Browser
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webdev
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llm
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privacy
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nextjs
3
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4
 comments
2 min read
AI Evals, Part 5: From a Number to a Gate Evals in CI and Production
Vasyl
Vasyl
Vasyl
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Jun 17
AI Evals, Part 5: From a Number to a Gate Evals in CI and Production
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ai
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evals
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llm
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dotnet
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4 min read
AI Evals, Part 4: LLM-as-Judge, Done Right
Vasyl
Vasyl
Vasyl
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Jun 17
AI Evals, Part 4: LLM-as-Judge, Done Right
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ai
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evals
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llm
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dotnet
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5 min read
Keeping a client's VLM inference inside the EU with a self-hosted-first gateway
Marco Rinaldi
Marco Rinaldi
Marco Rinaldi
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Jun 17
Keeping a client's VLM inference inside the EU with a self-hosted-first gateway
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machinelearning
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llm
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infrastructure
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computervision
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4 min read
LLM Self-Preference Bias: How Anonymized Peer Review Fixes It
praveenlavu
praveenlavu
praveenlavu
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Jun 18
LLM Self-Preference Bias: How Anonymized Peer Review Fixes It
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ai
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llm
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machinelearning
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nlp
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7 min read
Why Coding Agents Need Two Halves of Infrastructure: Control Plane + Fast Data Plane
Paul Twist
Paul Twist
Paul Twist
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Jun 17
Why Coding Agents Need Two Halves of Infrastructure: Control Plane + Fast Data Plane
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agents
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llm
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infrastructure
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devops
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7 min read
The latency tax of an LLM gateway: I measured Bifrost's overhead
Marcus Chen
Marcus Chen
Marcus Chen
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Jun 17
The latency tax of an LLM gateway: I measured Bifrost's overhead
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mlops
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llm
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infrastructure
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machinelearning
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4 min read
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