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JSON Mode vs. Structured Outputs: Stop LLM App Crashes

JSON Mode vs. Structured Outputs: Stop LLM App Crashes

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Comments
3 min read
OpenAI-compatible APIs vs provider abstraction: What actually transfers across LLM providers?

OpenAI-compatible APIs vs provider abstraction: What actually transfers across LLM providers?

Comments 2
7 min read
From Prompt to Platform: How I Would Architect a Production-Grade GPT Application

From Prompt to Platform: How I Would Architect a Production-Grade GPT Application

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Comments 3
15 min read
Letting a local model press the buttons in Pokémon

Letting a local model press the buttons in Pokémon

Comments
3 min read
I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

Comments
2 min read
I built an AI API that turns any online store URL into a structured product catalog

I built an AI API that turns any online store URL into a structured product catalog

Comments
2 min read
Protect Your Users: PII Redaction in AI Requests with Kong AI Gateway 2.0

Protect Your Users: PII Redaction in AI Requests with Kong AI Gateway 2.0

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Comments 2
15 min read
Bedrock and LangChain disagree on what input_tokens means — never price it without knowing who counted

Bedrock and LangChain disagree on what input_tokens means — never price it without knowing who counted

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Comments 3
8 min read
typesafe/jev fails on OpenRouter chat/completions: how to call it (and the three response shapes that trip people up)

typesafe/jev fails on OpenRouter chat/completions: how to call it (and the three response shapes that trip people up)

Comments 3
3 min read
We Tested Our Own AI Safety Checks. They Caught Nothing.

We Tested Our Own AI Safety Checks. They Caught Nothing.

Comments 10
5 min read
Build a Hiring Inbox Sorter App with ToolJet MCP and Jev

Build a Hiring Inbox Sorter App with ToolJet MCP and Jev

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Comments 2
10 min read
60 Subagents, 650 Ideas, One Proof: What Anthropic's Riemann Run Teaches AI Engineers

60 Subagents, 650 Ideas, One Proof: What Anthropic's Riemann Run Teaches AI Engineers

Comments 2
2 min read
Three token optimizations that made our agent more expensive

Three token optimizations that made our agent more expensive

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Comments 7
7 min read
Your Self-Hosted AI Assistant Keeps Forgetting You. Here Is How We Measured a Fix.

Your Self-Hosted AI Assistant Keeps Forgetting You. Here Is How We Measured a Fix.

Comments 3
4 min read
What an agent loop is (and isn't): state, action, stop

What an agent loop is (and isn't): state, action, stop

Comments
3 min read
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