Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
Guatu5d ago • 7 min read
We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.
A temporal knowledge graph passed every static RAG test and still failed. The gap was temporal reaso...
#aiagents#knowledgegraph#evaluation#rag
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Saurav Bhattacharya1d ago • 5 min read
One Quality Score Is a Lie: Split Your RAG Judge Into Retrieval, Groundedness, and Relevance
Ask an LLM judge to score your RAG agent's answer and it will hand you a number. A 7. A 4.2. A crisp...
#ai#evaluation#dotnet#testing
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The AI Downside4d ago • 6 min read
Why AI Benchmarks Mean Less Than You Think
Benchmark scores are the industry's favourite number and one of its least honest. Here is why the le...
#benchmarks#llms#evaluation#hype
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Quinn Li2d ago • 3 min read
A Free Server Is Enough to Test a New Model Before You Trust It
You do not need a large budget to find out whether a freshly announced model fits your system. A...
#ai#python#evaluation#agents
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The Engineering Manager’s Desk4d ago • 3 min read
Writing the code is no longer the bottleneck
The industry's currently obsessed with how fast we can generate code. Every morning in our...
#engineeringculture#evaluation#ai#techdebt
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Swapnanil Saha2d ago • 28 min read
Your Eval Is Leaking the Answer: Paths, Fixtures, Residue, and Your Own Git Identity
Five side channels that let a coding agent re-derive the fact your memory eval is meant to measure: ...
#evaluation#llm#benchmarks#testing
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JaviMaligno1d ago • 13 min read
The Scaffolding You Pay For
I was convinced that prescriptive skills get in the way of a frontier model, so I measured it: ~640 ...
#ai#agents#evaluation#contextengineering
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JaviMaligno6d ago • 11 min read
Your Agent Doesn't Know What Has Already Happened
Agents plan around events that never occurred and invent dependencies between things that don't depe...
#ai#agents#evaluation#contextengineering
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JaviMaligno2d ago • 11 min read
One Grey Level Out of 255
I rendered text into images and faded it until I couldn't read it, then asked six vision models and ...
#ai#machinelearning#evaluation#security
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Jordan Huang1d ago • 5 min read
Free Triage Bots Look Great in Demos. Count the Confusion Before You Ship.
Free model triage demos are smooth. The model reads one issue and returns one label. The demo shows....
#ai#python#cicd#evaluation
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JerrySkins1d ago • 9 min read
Beyond Stats and Awards: Evaluating Soccer Players' Qualitative Impact Through Game Observation
Introduction In the modern era of football analysis, the over-reliance on statistical...
#soccer#statistics#qualitative#evaluation
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Gursharan Singh6d ago • 6 min read
Why Fixed-Size Chunking Breaks Retrieval
A five-question retrieval experiment shows where fixed-size chunking breaks, why overlap doesn’t alw...
#rag#chunking#retrieval#evaluation
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Breach Protocol5d ago • 4 min read
A new terminal benchmark drops the best agent from 84 percent to 34
Terminal-Bench 3.0 launched with 74 tasks across seven domains, and the top agent scores 34.4 percen...
#benchmarks#agents#evaluation#coding
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Breach Protocol1d ago • 4 min read
Frontier agents produced three genuinely new ideas out of 252 attempts
A systematic evaluation of seven frontier models on 36 long-horizon research tasks found that agents...
#agents#evaluation#benchmarks#airesearch
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Breach Protocol5d ago • 4 min read
An agent that writes whole papers got 99 percent of its citations right
A system that generates complete research papers as thirteen composable skills inside a coding assis...
#agents#researchautomation#hallucination#evaluation
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Breach Protocol4d ago • 4 min read
The benchmarks say Opus 5 improved; the people using it disagree
Anthropic reports Opus 5 as state of the art on coding and knowledge work, while developers on Hacke...
#anthropic#agents#evaluation#developertools
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Breach Protocol4d ago • 4 min read
You can move an AI reviewer's score without changing a single result
A new study rewrote research papers to change only their rhetoric while preserving every scientific ...
#peerreview#evaluation#rewardhacking#llmasajudge
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