Agentic Workflows
ServiceAgentic Workflows is an experimental GitHub Actions capability from GitHub Next that lets developers run guarded, autonomous AI agents inside their CI/CD pipelines. It provides the orchestration, guardrails, and state management needed for agents to plan and execute multi-step development tasks without constant human prompts.
Stories
Completed digest stories linked to this service.
-
Agentic AI crossed the viability line; now the hard part is control2026-05-12A new benchmark shows multi-step agentic workflows are now practical, shifting the work from model choice to a...
-
PocketOS data loss is a wake-up call for agentic AI in production2026-04-29PocketOS reportedly lost its entire dataset after an autonomous AI workflow misfired, exposing real blast-radi...
-
From Demos to Duty: Making AI Agents Production-Grade with Data, Retrieval, and ...2026-04-23Teams are turning AI agents into dependable operators by treating them as system actors, grounding them in cle...
-
Agentic coding moves center stage: Google corrals tools under Antigravity as ven...2026-04-23Agent-first coding tools are consolidating and shifting beyond IDE plugins, with Google rallying around Antigr...
-
Agentic coding is moving from hype to practice—design for reliability, governanc...2026-04-22Agentic coding is leaving the demo phase, forcing teams to engineer for reliability, governance, and real resu...
-
Stop Blaming the Model: Build a Better Agent Harness2026-04-21A thoughtful write-up argues reliable AI agents come from the harness around the LLM, not the model itself. T...
-
Google forms DeepMind "strike team" to chase Claude on agentic coding2026-04-21Google reportedly created a DeepMind strike team to close Claude’s coding lead with agentic, long-context mode...
-
Making LLMs Behave: Deterministic Layers, Structured Retrieval, and API Rethinks2026-04-17Teams are pushing LLM systems toward deterministic, structured patterns so agents and AI-generated code behave...
-
Agentic development lands in Xcode, GitHub Actions, and Google APIs2026-02-09Agentic development is moving from proofs to practice across core tooling, with Xcode 26.3 adding in-IDE agent...