Testing & Quality

Unit, integration, E2E, contract tests, test data, coverage, and performance/chaos testing.

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community.deeplearning.ai > t > l9-building-llm-prompts-with-variables > 895511

L9: Building LLM prompts with variables

4+ hour, 23+ min ago   (183+ words) I’m trying to run the following code from the course: However, the import is not recognised in my Jupyter Notebook. I have also tried online Python compilers and encountered the same issue. Could you provide a working example with the…...


helpnetsecurity.com > 10/06/2026 > reflections-beam-trails-top-open-models-on-coding-tests-but-claims-lower-inference-compute

Reflection’s Beam trails top open models on coding tests but claims lower inference compute

56+ min ago   (395+ words) Reflection's Beam trails top open models on coding tests but claims lower inference compute Help Net Security Reflection’s Beam trails top open models on coding tests but claims lower inference compute Reflection AI has built Beam, a 501-billion-parameter open-weight model…...


benchlm.ai > benchmarks > web-clone-bench

Web Clone Bench v1 (Web Clone Bench)

2+ hour, 50+ min ago   (628+ words) We show this table for reference; we do not rank on it. From BenchLM · Data MCP Search available benchmark names and source references through Data MCP before requesting results. No caution flags. Scores are separated; the table is mirrored and…...


benchlm.ai > compare > agents-a1-q8-0-gguf-vs-native-contractnli-oracle-nli-bert-base-binary-subset

Agents-A1-Q8_0-GGUF vs Oracle NLI (BERT base ) binary subset (ContractNLI)

1+ day, 6+ hour ago   (167+ words) Updated October 5, 2026. We do not rank this pair: at least one has no public score. Public scores include evidence status and uncertainty. Agents-A1-Q8_0-GGUF vs Oracle NLI (BERT base ) binary subset (ContractNLI) The public evidence has no benchmark result shared…...


medium.com > @nisargpatel24880 > axiom-part-5-from-cli-to-api-b36a7314fd1d

AXIOM — Part 5: From CLI to API

1+ hour, 38+ min ago   (1634+ words) AXIOM started from a command line. That made sense in the beginning. A CLI is simple. You provide a target, define the scope, run an assessment, and inspect the resulting findings. But as AXIOM grew, another problem became obvious. The…...


medium.com > @Global_Executive > playwright-best-practices-2026-grouping-tests-and-scaling-automation-framework-efficiency-258cdd5b840f

Playwright Best Practices 2026: Grouping Tests and Scaling Automation Framework Efficiency

1+ hour, 32+ min ago   (323+ words) As test suites grow, performance degradation, flakiness, and maintenance overhead become critical bottlenecks. Playwright is a leading end-to-end framework due to its auto-waiting, browser context isolation, and parallel execution capabilities. However, without a structured approach to test organization, even the…...


medium.com > @deepakcse2k5 > designing-a-long-horizon-agent-evaluation-harness-how-do-you-grade-something-that-takes-six-hours-da7922b558bb

Designing a Long-Horizon Agent Evaluation Harness: How Do You Grade Something That Takes Six Hours to Fail?

1+ hour, 31+ min ago   (244+ words) Unit tests check an output. Long-horizon agents need something that watches the whole … Designing a Long-Horizon Agent Evaluation Harness: How Do You Grade Something That Takes Six Hours to Fail? Unit tests check an output. Long-horizon agents need something that…...


finance.biggo.com > news > 6b66eff76656ba34

Braintrust's Doug Guthrie: AI Agents Are Getting Stuck on Errors Your Tests Can't See

3+ hour, 9+ min ago   (1098+ words) "The way to think about it," Guthrie told the audience at the AI Engineer workshop, "is if you get 100% on your evals, one, you probably don't have strong enough test cases in your data set. Your scores probably aren't harsh…...


medium.com > @jaberadam2001 > nobody-decided-to-make-it-permanent-6a3d5d78ae6e

Nobody Decided to Make It Permanent

1+ hour, 33+ min ago   (172+ words) In 1976, Stuart Feldman wrote Make at Bell Labs over a weekend. He needed a way to tell which lines in a file were commands, and after getting tangled up trying something cleverer, he settled on something simple: a command line…...


dev.to > roshan_kumar_46a8dbe09a75 > how-i-cleared-google-plays-12-testers-14-days-requirement-2fn5

How I cleared Google Play's 12 testers / 14 days requirement

1+ hour, 42+ min ago   (558+ words) The first time I opened Play Console with a finished app, I thought the hard part was over. The code worked, the screenshots were done, the store listing was written. Then I hit the closed testing requirement, and "publish" turned…...