#coding-agents
Every post tagged "coding-agents".
49 posts · showing 31–40
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The Deploy Step Nobody Should Automate Yet
It's the easiest step to automate, saves the least time, and carries the largest tail risk. Automate the readiness report and the rollback instead — and separate deploying from releasing.
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Autonomous Refactors: What Makes One Safe Enough to Merge
Refactoring is what agents do best and what most easily produces an unreviewable disaster — for the same reason. One property separates the two, and it isn't how hard the change looks.
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Requirements Are the Bottleneck an SDLC Agent Can't Remove
Compress implementation to nothing and delivery barely moves, because implementation was never the long row in the table. The constraint is upstream, it's organizational, and no tooling touches it.
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The Handoff That Breaks Every Autonomous SDLC Pipeline
Chain agents across the lifecycle and the first handoff fails hardest — because it's the only one whose input isn't a written artifact, and every downstream check verifies against its output rather than the intent.
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Agents Are Better at Writing Code Than at Deciding What to Build
Both feel like thinking about the problem, and only one has complete inputs and a checkable answer. The reframe that makes a model genuinely useful near a decision it shouldn't be making.
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The Ticket-to-PR Agent: Which Half of the Job It Does Well
The split wasn't by difficulty — some intricate tickets went fine and some trivial ones went badly. One question predicts it, and acting on it improves something other than your agent.
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What "End-to-End Development Agent" Actually Means Right Now
The phrase covers demos that differ by orders of magnitude. Naming the eight stages shows which two are genuinely autonomous — and why chaining them is qualitatively harder than any one of them.
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Who's Genuinely at Risk, and Why It Isn't About Seniority
The assumption is juniors are exposed and seniors are safe. The real variable is production versus judgment — which leaves some senior engineers in the exposed column and some juniors out of it.
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The Fear Is About Identity as Much as Employment
Push past "will I have a job" and something else surfaces: the thing you spent a decade becoming excellent at is now less scarce. That's a different problem, and it answers to different things.
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Output Went Up, Review Capacity Didn't
PR volume doubled and review capacity didn't, because review is human and got no faster. The number to watch isn't merge throughput — it's how fast approvals are arriving.