... probably saw the VS Code 1.117 story: "Co-authored-by: Copilot" silently added to commits by default, including for code that Copilot never wrote. Microsoft reverted it in 1.119. Good. But the revert is the wrong ending to the right story. The developer anger was about consent and accuracy both valid. What did not get picked up in the discourse was the architectural question underneath: even when Copilot does write code, a git trailer tells you almost nothing useful ... ... capture provenance at insertion time before the diff ever hits git. Each insertion generates a structured record with roughly 40 fields: four timestamps, the full prompt body, the raw model response, 10 named capability slots indicating what was captured versus

... exactly the signal we keep hearing. A lot of teams already have enough AI suggestions. The real gap is getting real work executed inside the codebase in a way teams can actually trust. Comment from Mikita Aliaksandrovich(@mikita_aliaksandrovich): @alpertayfurr  Appreciate that and I think you re exactly right. That trust boundary today is very real: scoped, reviewable work first. Bug fixes, small refactors, and test generation are exactly where we re seeing the most comfort ... ... would hand off isolated UI refactors and test coverage without hesitation. Does Ovren map intended file changes for human review before writing, or is it fully autonomous once a ticket is assigned? Comment from Raj Kumar(@new_user___0932026a86e905cf4b2b7f7): @alpertayfurr

... paid tier. Out of curiosity do you usually prefer a free tier, or a short trial that unlocks the full product? Comment from Takahito Yoneda(@y_taka): Your general versus tailored approach translates perfectly to how I think about SaaS pricing, where it usually comes down to core utility versus

... sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years? The report highlights a fascinating divergence: the view from money vs. the view from science. Money : the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable. Science : the probability inferred from research papers and AI development models. Experts are far more ... ... might be ahead of reality. Expect volatility, overpromised outcomes, and valuable lessons along the way. Meanwhile, AI continues reshaping work, attention, and human behavior. I d love to hear the community s perspective: Are you seeing this money vs

... Hello Product Hunt Community, Alper is here. I m exploring how AI, automation, and natural language can work together to make tech feel more like a teammate not a task. I m especially curious about how we can build useful things without writing a single line of code and how automation can help us move faster in work and life. I ll be sharing thoughts on: New AI technologies worth following Natural language automation workflows No-code tricks that actually ...