271 summarised stories about Agentic Workflows, each linking back to the original source. Browse all topics →
Product Hunt 1 week ago 46
Acyclic was launched on Product Hunt as an AI coding agents tool that runs tasks from the CLI, dashboard, or a coding agent over MCP. The listing shows it has 21 followers. It changes workflows by splitting work across multiple agent forks of a workspace and then merging the results so agentic runs finish faster.
MarkTechPost 1 week ago 13 ● 3 sources
Google Research published a tutorial that implements RRSI (Regularized Recursive Self-Improvement), letting an LLM agent rewrite its own harness (prompts, tools, memory, control flow, sub-agents) while keeping a frozen underlying model, and driving the paper’s edit-selection logic directly with Python. The selection procedure uses calibrated noise bands, with the paper reporting a value of 0.020 for engineering evaluations. As a result, the guide turns the paper’s rules into runnable code, including how scores treat missing trials, and demonstrates how RRSI’s decisions can be audited against ground truth in a simulated setting rather than only by comparing top scores.
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21 October 2026
Blacksmith just crossed a line that’s become its own kind of benchmark: the AI code-testing startup raised a $66 million Series C to hit a $1 billion valuation, betting that the next productivity wave depends less on writing code and more on proving it works. Its pitch will sound familiar in a world where “agentic” usually means more autonomy; here it means validation capacity—scaling compute, growing headcount from ~40 to ~75 by year-end, and tightening the feedback loop between generated changes and tests.
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