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How AI Voice Agents Actually Work

How AI Voice Agents Actually Work

Comments 1
4 min read
67 Lines of Bash That Won't Let an LLM Say Done: A Stop Hook That Reads the Transcript JSONL

67 Lines of Bash That Won't Let an LLM Say Done: A Stop Hook That Reads the Transcript JSONL

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21 min read
Node.js API Key Text Classification: JSON Validation Before Multi-Provider Gateway Failover

Node.js API Key Text Classification: JSON Validation Before Multi-Provider Gateway Failover

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6 min read
OKF Agent Memory: give your coding agents a git-native memory that survives every session

OKF Agent Memory: give your coding agents a git-native memory that survives every session

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Comments 2
10 min read
Adding Responses API to an Agent Framework

Adding Responses API to an Agent Framework

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6 min read
Bonsai 2 27B Puts a 27B AI Model in 5.9GB - Can It Replace Your Paid Subscription?

Bonsai 2 27B Puts a 27B AI Model in 5.9GB - Can It Replace Your Paid Subscription?

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Comments 2
8 min read
The Model Reading My Benchmark Mattered More Than the Memory System Did

The Model Reading My Benchmark Mattered More Than the Memory System Did

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7 min read
Three layers of automated fact-checking for an LLM newsroom (and the bugs that forced each one)

Three layers of automated fact-checking for an LLM newsroom (and the bugs that forced each one)

Comments 1
3 min read
$402 on one ticket: cost per turn in headless Claude Code

$402 on one ticket: cost per turn in headless Claude Code

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Comments 5
4 min read
How We Built a 99.9% Uptime Multi-Model AI Router (Claude -> GPT-4o -> DeepSeek) in n8n Without SaaS Middleware

How We Built a 99.9% Uptime Multi-Model AI Router (Claude -> GPT-4o -> DeepSeek) in n8n Without SaaS Middleware

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3 min read
A Better FP4 Gradient Quantizer That Training Couldn't Notice

A Better FP4 Gradient Quantizer That Training Couldn't Notice

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7 min read
AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

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6 min read
From RLHF to RLVR: The Evolution of Reward Signals and the Battle Against Reward Hacking

From RLHF to RLVR: The Evolution of Reward Signals and the Battle Against Reward Hacking

Comments 1
9 min read
Claude Opus 5 Is Too Good to Stay in a Browser—Put It in Discord, Slack, Telegram & LINE

Claude Opus 5 Is Too Good to Stay in a Browser—Put It in Discord, Slack, Telegram & LINE

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3 min read
Needle 2: the 14 MB agentic model, tested properly

Needle 2: the 14 MB agentic model, tested properly

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1 min read
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