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Workflow automation
Map the work, connect the tools, and build repeatable processes with clear ownership and exception handling.
56 articles · Page 1 of 5
Gemini Computer Use Is GA: A Builder's Checklist Against GPT-6.1 Terra
Gemini computer_use is GA. Which model to pick, three environments, the intent field, two safety traps, and what it costs next to GPT-6.1 Terra.
GitHub Agentic Workflows Go GA, and Copilot Apps Can Bill the Org Without a Seat
Agentic Workflows is GA: Markdown to Actions YAML, read-only agents behind a firewall, 1,000 AIC per run. Server-to-server auth bills apps to the org.
GPT-6.1 Terra Halves Sol's Price for High-Volume Computer Use
GPT-6.1 Terra costs $1/$5 per million tokens, half of GPT-6.1 Sol. Specs, migration limits, vendor benchmarks, Preparedness results and what to test.
Mistral Timestral: Time-Series Forecasting From 5M to 209M Parameters on a CPU
Mistral's Timestral forecasters run from 5M to 209M parameters on a CPU, output 21 quantiles and carry a Modified MIT license with a $20M revenue cap.
Claude Managed Agents Adds Server-Run Workflows and OpenTelemetry Tracing
Anthropic's Managed Agents can now run fan-out workflows on its servers and export traces over OTLP. Limits, billing, content defaults and what to test.
Gemini API Reroutes 3.7 and 3.5 Flash Calls, and Deep Research Pro Preview Can End October 23
Since October 8, gemini-3.7-flash and 3.5-flash calls are served by 3.8 and 3.6 Flash. What changes, what to retest, and the Deep Research deadline.
GitHub Actions Lockfiles Pin Every Dependency to a Commit. They Don't Vet Any of Them.
GitHub Actions lockfiles went GA October 28. They pin actions and transitive deps to commits, not reusable-workflow calls. What they fix and what to test.
Falcon ASR Targets Arabic and Emirati Transcription
TII's Falcon ASR focuses on Arabic and Emirati speech. Read the benchmark scope, demo availability and practical evaluation limits.
LightOnOCR-3 Adds Layout and Chart Extraction
LightOn's three OCR models add document regions, image descriptions and chart data. How to evaluate the output before using it in retrieval.
Meta Releases Muse Wonder and Muse Wonder Full
Meta's Muse Wonder models target sustained agent work. What is available now, what Active Memory means, and what teams should test.
Claude Haiku 5.5: A 90% List-Price Cut, a 75% Real One, and Five Ways to Get a 400
Haiku 5.5 lists at a tenth of Haiku 4.5's price; Anthropic says about 75% less in practice. The gap, the 400s after switching, and Sonnet 5.5 vs Luna.
Decision Models Go Open Weight: Cloudflare Clef, Liquid d1 and TypeSafe Jev Compared
Cloudflare's Clef, Liquid's d1-3B, vLLM-SR's d3 and Perplexity's pplx-decider: open-weight decision models compared with Jev and OpenAI's Decisions API.