Business : Sidec’s Selangor Triple Accelerator Programme Showcases 90 Startups

Your coding agent shouldn't run pytest

First post in a build-in-public series about verdict , an MCP server that gives coding agents structured, sandboxed test feedback.

• Coding agents run pytest unsandboxed, causing issues
• Verdict replaces pytest with four tools: verify, explainfailure, history, runchecks
• Each failure stored in SQLite db, tracks pre-change vs agent-introduced failures

2026-08-25 ·dev.to

My Validation Layer Was Correctly Deleting 16% of My Good Data

Originally published at ai.bedvibe.studio . I built a real-time tracker in Rust — about two thousand lines — that reads a live ADS-B feed, keeps a Kalman-filtered track per aircraft, and screens every…

• 16% of valid data incorrectly discarded by validation layer
• Lag between actual and filter timestamps causes issue
• Fix advances Kalman filter validity with new measurements

2026-08-25 ·dev.to

Your TTS Model Sounds Great — Until It Says "GPUB"

Originally published at ai.bedvibe.studio . I built a text-to-speech product and kept getting burned by the same thing. On normal sentences the model sounded great.

• TTSproof framework addresses TTS quality issues not caught by Word Error Rate
• Structural checks identify audio defects like empty audio, duration explosions, and clipping
• Corpus of 817 edge cases tests TTS on numbers, dates, names, and more

2026-08-25 ·dev.to

General : MCMC Ensures Network Performance Stays Smooth Throughout SUKMA

SHAH ALAM, Aug 25 (Bernama) -- While the 2026 Selangor Malaysia Games (SUKMA) provided plenty of excitement, a round-the-clock communications network monitoring operation was also underway to ensure…

2026-08-25 ·bernama.com

Sleepwalker: Passive Backdoor with Its Own Command Language

2026-08-25 ·r136a1.dev