The prompt-engineering era is over, and in 2026, agentic engineering requires building scaffolding around models rather than tuning prompts, according to a developer report from Poindexter's team. The…
Glad Labs shipped a series of fixes on 2026-07-16, including renaming a misleading function that caused cloud billing leaks, implementing a fallback ladder for video renders to match planned lengths, …
A solo developer has published 100 posts using a local-LLM-only AI content pipeline that is human-reviewed and free to read, covering AI, hardware, and gaming. The project emerged from fixing content …
Poindexter is replacing its Grafana-in-an-iframe dashboard with a native console UI to integrate observability, alerting, and operational tools into a single coherent system. The team committed to the…
Glad Labs, operator of the autonomous content pipeline Poindexter, argues that first-party data from sources like Google Search Console is replacing third-party keyword tools as the foundation of cont…
AI copilots and agentic pipelines risk producing polished but incorrect outputs as repeated success trains teams to disengage from critical review, a phenomenon known as the autopilot trap. Glad Labs,…
Glad Labs fixed a GPU pinning issue where LiteLLM 1.89.2's global api_base override prevented per-model routing, causing vision tasks to cold-load onto the wrong GPU. The team also hardened content gu…
Glad-Labs retired its Gen-1 TopicDiscovery orchestrator, cutting nearly 900 lines of legacy code and collapsing logic into a single topic path. The team also fixed a GPU lock deadlock that caused invi…
Poindexter developers fixed a memory leak in cadvisor that caused an OOM cascade in the WSL2 VM, and patched a content generation bug where LLMs were pulling audit logs and session transcripts as cont…
Glad Labs has developed an AI-operated content pipeline that treats content generation as an engineering problem, moving beyond simple prompting to autonomous agents with human oversight. The system u…
A new AI content pipeline called Poindexter uses agent infrastructure, RAG pipelines, and open-source LLMs to automate technical publishing, reducing the human loop and enabling solo developers to pro…
Poindexter shipped several improvements on June 24, 2026, including wrapping DeployCheckoutSync in a VBS helper to suppress flashing terminal windows on Windows. The team folded embedding hygiene jobs…