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xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies
Padmaja Kotoky
Padmaja Kotoky
Padmaja Kotoky
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Aug 25
xenarchos: a confirmed, sandboxed, auditable skill runner built on two open-source dependencies
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python
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linux
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agents
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opensource
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3 min read
Building a framework-agnostic eval harness for LLM agents
Padmaja Kotoky
Padmaja Kotoky
Padmaja Kotoky
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Aug 25
Building a framework-agnostic eval harness for LLM agents
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python
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agents
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testing
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opensource
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3 min read
Beyond the Demo: Engineering Real-World Speech AI, Dynamic RAG, and Async Pipelines
Abolfazl Afkhami
Abolfazl Afkhami
Abolfazl Afkhami
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Aug 25
Beyond the Demo: Engineering Real-World Speech AI, Dynamic RAG, and Async Pipelines
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ai
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software
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python
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machinelearning
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3 min read
An AI pentest agent that structurally can't hallucinate a vulnerability — and runs offline
Александр Тихонов
Александр Тихонов
Александр Тихонов
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Aug 25
An AI pentest agent that structurally can't hallucinate a vulnerability — and runs offline
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security
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ai
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llm
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python
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3 min read
Architectural Breakdown: AI Evals at a Glance: Heatmaps for Stakeholders
Muhammad Hammad
Muhammad Hammad
Muhammad Hammad
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Aug 26
Architectural Breakdown: AI Evals at a Glance: Heatmaps for Stakeholders
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python
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react
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nextjs
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webdev
1
reaction
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4 min read
Rajin Belajar Bikin Nilai Naik? Analisis Data 395 Siswa
Nez Seco
Nez Seco
Nez Seco
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Sep 28
Rajin Belajar Bikin Nilai Naik? Analisis Data 395 Siswa
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python
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statistics
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datascience
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basic
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reaction
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3
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7 min read
grep can't rank: ranked full-text search for your notes in ~60 lines of pure Python
Priya Sundaram
Priya Sundaram
Priya Sundaram
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Aug 25
grep can't rank: ranked full-text search for your notes in ~60 lines of pure Python
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python
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programming
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tutorial
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productivity
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5 min read
Free AI Tiers Bill You in Hours, Not Dollars
Dakota Liu
Dakota Liu
Dakota Liu
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Aug 25
Free AI Tiers Bill You in Hours, Not Dollars
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ai
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productivity
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python
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testing
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4 min read
Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do
Dakota Liu
Dakota Liu
Dakota Liu
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Aug 25
Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do
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llm
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python
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testing
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ai
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6 min read
My bot logged a fresh decision every 5 minutes for over an hour. The price it was deciding on never moved once.
WWP
WWP
WWP
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Aug 25
My bot logged a fresh decision every 5 minutes for over an hour. The price it was deciding on never moved once.
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ai
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python
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monitoring
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opensource
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3 min read
Collecting trending feeds from 20 platforms: only 8 had a usable API, and one silently failed for 12 days
hc_xshh
hc_xshh
hc_xshh
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Sep 28
Collecting trending feeds from 20 platforms: only 8 had a usable API, and one silently failed for 12 days
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automation
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python
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devops
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api
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2
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10 min read
When I Asked AI to Analyze "FANG+" and It Started Investigating Oil Companies — The Ticker Symbol Trap
oji - building AI in public
oji - building AI in public
oji - building AI in public
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Aug 25
When I Asked AI to Analyze "FANG+" and It Started Investigating Oil Companies — The Ticker Symbol Trap
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ai
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python
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automation
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buildinpublic
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3 min read
Hard-failing invented numbers in AI-drafted copy
Craig Solomon
Craig Solomon
Craig Solomon
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Sep 28
Hard-failing invented numbers in AI-drafted copy
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python
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ai
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llm
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automation
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5 min read
A Single int() Silently Disabled My Entire Risk System
Sam Hartley
Sam Hartley
Sam Hartley
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Sep 27
A Single int() Silently Disabled My Entire Risk System
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python
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programming
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testing
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trading
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6
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4 min read
Chaos for the Cost-Conscious: Fault-Injecting Your LLM Pipeline on Free Hardware
Quinn Li
Quinn Li
Quinn Li
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Aug 25
Chaos for the Cost-Conscious: Fault-Injecting Your LLM Pipeline on Free Hardware
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testing
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ai
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devops
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python
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4 min read
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