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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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I built an answer key for eval suites: six models broken on purpose, exactly.
agentdev9 profile

I built an answer key for eval suites: six models broken on purpose, exactly.

#showdev #testing #llm #opensource
1
Comments
2 min read
RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke
darshan_kunwar profile

RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke

#rag #llm #machinelearning #opensource
11
Comments 1
5 min read
dock-confidence: calibrated P(RMSD < 2Ă…) for docking poses (ECE 0.109, 15/15 tests)
magopredator profile

dock-confidence: calibrated P(RMSD < 2Ă…) for docking poses (ECE 0.109, 15/15 tests)

#bioinformatics #drugdiscovery #opensource #python
1
Comments
5 min read
What LLM Cost Calculators Get Wrong
andrewavery7 profile

What LLM Cost Calculators Get Wrong

#ai #llm #opensource
3
Comments 11
8 min read
The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow
hypernexus profile

The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow

#ai #llm #opensource #mcp
Comments
5 min read
Will your tracker still exist next year? Switching-cost anxiety, and the one-command exit
nico_acosta_bc7dceb59f65e profile

Will your tracker still exist next year? Switching-cost anxiety, and the one-command exit

#productivity #startup #saas #opensource
Comments
7 min read
I built ckdn so coding agents never have to guess whether checks passed
orenlab profile

I built ckdn so coding agents never have to guess whether checks passed

#ai #python #opensource #mcp
Comments 1
7 min read
Why SNS Silently Drops Your Messages and How to Catch It Before You Ship
siddharth_pandey_27 profile

Why SNS Silently Drops Your Messages and How to Catch It Before You Ship

#opensource #typescript #aws #serverless
Comments
5 min read
A package.lock for the prompts hiding in your codebase
dipankar_sarkar profile

A package.lock for the prompts hiding in your codebase

#llm #python #opensource #ai
6
Comments
5 min read
Comparing FRP GUI Clients in 2026: MoonProxy vs frpc-desktop vs frpmgr vs frp-panel
chenxxpro profile

Comparing FRP GUI Clients in 2026: MoonProxy vs frpc-desktop vs frpmgr vs frp-panel

#showdev #opensource #networking #tools
Comments
2 min read
Every Python rate limiter has this DDoS blind spot — I built one that doesn't
zlynv profile
zlynv

Every Python rate limiter has this DDoS blind spot — I built one that doesn't

#python #webdev #opensource #security
3
Comments 6
4 min read
I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.

Real production data broke 35 detectors instantly
debashish_ghosal profile

I Thought Building Agent Observability Was a Detector Problem. I Was Wrong.

#ai #opentelemetry #llmops #opensource
27
Comments 19
8 min read
A GitHub Action That Fails the Build When Your Voice Agent Gets Worse
dimastatz profile

A GitHub Action That Fails the Build When Your Voice Agent Gets Worse

#ai #python #testing #opensource
Comments
3 min read
hermes-memory-installer: Recording Final Cold-Layer Recovery State
mage0535 profile

hermes-memory-installer: Recording Final Cold-Layer Recovery State

#ai #automation #opensource
Comments
3 min read
I think AI coding assistants need an "npm" for reusable skills. I'm building one.
harsh_singh_2f42f847185ce profile

I think AI coding assistants need an "npm" for reusable skills. I'm building one.

#showdev #agents #ai #opensource
2
Comments
1 min read
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