Gemini 3.5 Flash is Google’s argument for supervised agent work
Google’s Gemini 3.5 Flash launch is not just a faster model story. It is a bet that agents become useful when speed, cost, tool use, and supervision are designed together.
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Coding Agents
Everything we’ve published under Coding Agents so far.
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6 Useful Machines posts on Coding Agents
Coding Agents readers are already filtering for a specific AI topic, which makes this archive a useful audience signal for sponsors and repeat readers.
GPT-5.5 is OpenAI's push toward messier work and fewer rescue prompts
OpenAI pitches its new model as better at complex coding and data analysis. The real test is whether it can navigate messy workflows without requiring constant human cleanup.
Claude Code’s $100 pricing jump-scare is a lesson in developer trust
Anthropic explained visible pricing confusion as a small test, but developers heard a warning to keep an exit ramp. Pricing stability is rollout infrastructure for coding tools.
GitHub Copilot’s coding agent puts the AI exactly where it belongs: in a pull request
Instead of demanding a new workflow, GitHub’s coding agent starts at an issue, works in a cloud environment, and submits a reviewable PR. It turns out the best AI interface is the one developers already use.
Claude Code puts the agent in the terminal, which is brave and mildly terrifying
Anthropic’s Claude Code drops the agent directly into the terminal, proving that the real test of AI is safely navigating a messy codebase.
SWE-bench Verified maxed out, and it's time to build your own private coding evals
OpenAI is moving on from SWE-bench Verified because the benchmark has degraded. It’s a harsh reminder that public leaderboards cannot replace private evaluations based on your actual codebase.