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A six-concern production harness for Nemotron agents on Crusoe Managed Inference
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
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hermeschallenge
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ai
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llm
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agents
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4 min read
My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.
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hermeschallenge
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ai
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llm
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rust
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4 min read
I shipped eight agent-stack repos in eight hours. Here's what made it possible.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
I shipped eight agent-stack repos in eight hours. Here's what made it possible.
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hermeschallenge
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ai
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llm
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agents
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4 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
chunxiaoxx
chunxiaoxx
chunxiaoxx
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May 26
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
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llm
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memory
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mcp
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agents
1
reaction
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5 min read
Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation
Ray
Ray
Ray
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Jun 18
Is AI Getting Quietly Dumber? A 24/7 Benchmark That Catches LLM Degradation
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ai
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llm
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openai
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devtools
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6 min read
What 'Bring Your Own Model' (BYOK) Actually Means When You Adopt AI at Work
Hanako H.
Hanako H.
Hanako H.
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Jun 18
What 'Bring Your Own Model' (BYOK) Actually Means When You Adopt AI at Work
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ai
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llm
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startup
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productivity
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4 min read
.klickd v4.0.0 — Portable AI memory with constraints, strict schemas, and test vectors
Davincc77
Davincc77
Davincc77
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May 25
.klickd v4.0.0 — Portable AI memory with constraints, strict schemas, and test vectors
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showdev
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ai
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architecture
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llm
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6 min read
llama.cpp Checkpoint Fix, NuExtract3 VLM, & Qwen3.6 Local Inference Benchmarks
soy
soy
soy
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May 25
llama.cpp Checkpoint Fix, NuExtract3 VLM, & Qwen3.6 Local Inference Benchmarks
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ai
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llm
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selfhosted
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3 min read
Your GitHub Actions Logs Are Leaking LLM Keys and Your SIEM Isn't Catching It
Teycir Ben Soltane
Teycir Ben Soltane
Teycir Ben Soltane
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May 26
Your GitHub Actions Logs Are Leaking LLM Keys and Your SIEM Isn't Catching It
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devsecops
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osint
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api
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llm
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3 min read
Auto-labelling 1.2M robotics frames with VLMs: a failover story
Marco Rinaldi
Marco Rinaldi
Marco Rinaldi
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May 25
Auto-labelling 1.2M robotics frames with VLMs: a failover story
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computervision
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mlops
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llm
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4 min read
We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.
Marcus Chen
Marcus Chen
Marcus Chen
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May 25
We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.
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mlops
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llm
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machinelearning
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infrastructure
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4 min read
GLM-4: The Chinese-English Bilingual Workhorse You Didn't Know You Needed
Lingdas1
Lingdas1
Lingdas1
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May 25
GLM-4: The Chinese-English Bilingual Workhorse You Didn't Know You Needed
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ai
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opensource
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llm
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tutorial
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3 min read
Gemma 4: Google's Lightweight Powerhouse — Run AI on Hardware You Already Own
Lingdas1
Lingdas1
Lingdas1
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May 25
Gemma 4: Google's Lightweight Powerhouse — Run AI on Hardware You Already Own
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ai
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opensource
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llm
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tutorial
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3 min read
Preventing GPT hallucination in automated content pipelines: how I structure Make.com flows with data injection
Kevin Seeberger
Kevin Seeberger
Kevin Seeberger
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May 25
Preventing GPT hallucination in automated content pipelines: how I structure Make.com flows with data injection
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ai
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architecture
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automation
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llm
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8 min read
I ran Claude Code on a local LLM for 4 hours — 7M tokens, $0 (would have cost $94)
Kai Bennett
Kai Bennett
Kai Bennett
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May 25
I ran Claude Code on a local LLM for 4 hours — 7M tokens, $0 (would have cost $94)
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ai
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llm
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productivity
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opensource
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2 min read
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