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News
Rotating the Hostile Seat: A Six-Round Adversarial Design Review Before Hardening an Agent
1+ hour, 2+ min ago (260+ words) Originally published on hexisteme notes. Going in: eight open verdicts on record, zero recorded outcomes, 677 lines of tests. Zero outcomes matters more than it sounds — a learning ledger with nothing in it yet is the cheapest moment to catch a…...
Code Assignments not loading - RAG - Retrieval Augmented Generation
2+ hour, 12+ min ago (20+ words) Code Assignments not loading - RAG DeepLearning.AI Code Assignments not loading - RAG Clearing the browser cache does not work either...
Why I Put Mirth Connect in Front of FastAPI Instead of Parsing HL7 in Python
3+ hour, 32+ min ago (1387+ words) When I started building my Maternity HL7-to-FHIR Pipeline, my first instinct was to do everything in Python. Parse the HL7 message, map the fields, validate the FHIR resource, persist it, all in one FastAPI service. It was clean. It was simple....
Our incident-response agent got the root cause wrong 7 times out of 12. It still never made a bad rollback.
4+ hour, 38+ min ago (739+ words) We ran Agent K against 12 seeded production incidents. It named the correct root cause 5 times out of 12 — 3 out of 9 if you discard the runs we couldn't cleanly attribute. Over the same 12 runs it produced the correct rollback / no-rollback verdict 10 times,…...
How To Know Whether AI Fixed The Bug Or Hid The Bug In 2026
4+ hour, 26+ min ago (764+ words) The most dangerous sentence in an AI-built app is often: The bug is fixed. That sentence can mean several different things: I have learned to treat an AI-generated bug fix as a claim that needs evidence, not as a conclusion....
Your Build Target Is Not an API Contract: Enforcing Baseline with TypeScript
5+ hour, 4+ min ago (996+ words) Vite 7 and later use Baseline Widely Available as the default production build target. Now put this in a Vite application: Regular TypeScript accepts the same code when the standard ESNext and DOM libraries are loaded: At the time of testing,…...
fault_tolerance
8+ hour ago (79+ words) vLLM Configuration for fault tolerance. Timeout (in seconds) to wait for error handling instructions engine_recovery_timeout_sec = 120 class-attribute instance-attribute ¶ Timeout (in seconds) to wait for error handling instructions before raising an exception. If the EngineCore encounters an error, it waits up to this…...
Day 19: Sigma Rules — A Universal Language for Detection Engineering
3+ hour, 23+ min ago (27+ words) Detection engineers often face a common challenge: The same attacker behavior must be detected across different security …...
When the Mock Is Right and the API Isn't Anymore
8+ hour, 26+ min ago (670+ words) A test suite built against a mock API passed every run for months. The real endpoint's response contract had changed in that time, but the mock hadn't, and nothing caught it because the tests only ever talked to the mock....
Understanding Static vs. Dynamic Testing: A Fundamental Concept in Software Testing
8+ hour, 27+ min ago (148+ words) One of the first concepts every software tester should understand is the difference between Static Testing and Dynamic Testing. Static Testing is performed without executing the software. It focuses on reviewing requirements, designs, and source code to identify issues as…...