SVShravin Vivekinshravinvivek.hashnode.dev·1h ago · 4 min readWhy the Agent That Ran a Test Shouldn't Grade ItI'm Shravin, and I build TestAutomate, an agentic regression-testing tool that isn't released yet. This is a condensed version of one design decision we made. The full write-up, including when determi00
JLJeremy Longshoreinjeremylongshore.hashnode.dev·6h ago · 12 min readPhoto to Listing: Barcode Decoding and LLM Re-rankA comic shop employee photographs a back issue on a phone. The system has to come back with the right title, the right issue number, and the right variant, because a first-print variant and a common r00
JLJeremy Longshoreinjeremylongshore.hashnode.dev·7h ago · 12 min readPhoto to Listing: Barcode Decoding and LLM Re-rankA comic shop employee photographs a back issue on a phone. The system has to come back with the right title, the right issue number, and the right variant, because a first-print variant and a common r00
MTMarvin Tanginimagebear.hashnode.dev·12h ago · 6 min readA Deterministic Gate for Risky Changes in AI-Generated TextThis article was written with AI assistance. I reviewed the code, examples, and claims before publication. I build Grow AI Skills, the project linked near the end. AI writing systems are good at produ00
AAmarinwebtrixy.hashnode.dev·20h ago · 3 min readHow to Build a Software Testing Strategy That Teams Actually UseA software testing strategy explains how a team will protect product quality. It identifies the failures that matter most, the testing needed to find them, what should be automated and what evidence i00
RDRaju Dandigaminrajudandigam.hashnode.dev·1d ago · 7 min readHow to Test TypeScript AI Agents With Deterministic ContractsThe easiest agent test to write is often the most fragile: expect(result.text).toBe("Your refund has been approved."); Change the model, prompt punctuation, or tool response order and the assertion b00
DLDonghao Liindonghao-tools.hashnode.dev·1d ago · 4 min readOne Markdown line, an infinite loop, and the test that caught itA Markdown renderer can look correct on ordinary headings, lists and code blocks, then get stuck on a single unfamiliar line. I found that failure while working on the open-source agenticjobs project:00
JLJeremy Longshoreinjeremylongshore.hashnode.dev·1d ago · 12 min readPhoto to Listing: Barcode Decoding and LLM Re-rankA comic shop employee photographs a back issue on a phone. The system has to come back with the right title, the right issue number, and the right variant, because a first-print variant and a common r00
JLJeremy Longshoreinjeremylongshore.hashnode.dev·1d ago · 12 min readPhoto to Listing: Barcode Decoding and LLM Re-rankA comic shop employee photographs a back issue on a phone. The system has to come back with the right title, the right issue number, and the right variant, because a first-print variant and a common r00
GCGunjit Choprainrivendesk.hashnode.dev·1d ago · 3 min readWhat to verify after an AI agent says tests passGreen CI from an agent is not a merge signal. It is a claim: "I ran something and it exited zero." Your job is to check whether that claim covers the bug, the intent, and the failure modes you care ab00
