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11:22
2026-07-15
dev.to
ai-agents · 2m read · neu

Merge Concurrent Agent Patches by Base Commit and Hunk Ownership

A developer proposes a deterministic merge protocol for concurrent AI agent patches that uses base commit, diff digest, and hunk ownership instead of completion timing. The protocol rejects overlapping ownership, rebases…

11:22
2026-07-15
dev.to
ai-agents · 2m read · neu

Show What an AI Agent Did Not Inspect Before Asking for Review

A developer proposes a design for AI agent review screens that explicitly shows what the agent did not inspect or could not verify, arguing that hidden absence undermines trust. The approach groups evidence by decision c…

11:22
2026-07-15
dev.to
developer-tools · 2m read · neu

Build a Bounded JSON Repair Loop for LLM Output in Python

A developer built a bounded JSON repair loop for LLM output in Python using only the standard library. The system classifies failures into syntax, shape, and semantic errors, and retries up to two times before raising an…

11:22
2026-07-15
dev.to
developer-tools · 1m read · neu

Record and Replay One MCP Tool Call Without Keeping Its Secrets

A developer describes a technique for recording and replaying MCP tool calls without exposing secrets. The method normalizes dynamic fields like request IDs and timestamps, producing small, deterministic fixtures that ve…

11:15
2026-07-15
awealthofcommonsense.com
artificial-intelligence · 4m read · neu

Animal Spirits: Wil the Fed Buy Stocks?

The latest Animal Spirits podcast discusses market bearishness, an earnings bubble, and Nvidia's $1 trillion valuation slide to pre-AI boom levels, alongside the AI wave's impact on small caps and the end of reading.

11:15
2026-07-15
businesstimes.com.sg
artificial-intelligence · 2m read ↑ pos

Daily Debrief: What Happened Today (Jul 15)

DBS targets S$1 trillion in assets under management by 2030, doubling down on artificial intelligence, partnerships, and regional expansion to capture Asia's growing wealth.

dbs
11:07
2026-07-15
machinebrief.com
ai-agents · 3m read · neu

Trust in AI Agents: The Balance of Autonomy and Oversight

AI agents are gaining autonomy in industries like finance and healthcare, but trust is fragile and a single error can trigger tighter controls. The challenge lies in balancing freedom to innovate with oversight to preven…

11:07
2026-07-15
sveder.com
artificial-intelligence · 6m read · neu

My Custom Life OS Software

A developer built a custom 'Life OS' using LLMs and Android apps to track sleep, finances, habits, and productivity, discovering he sleeps only 6.5 hours nightly. The system integrates Trello, WhatsApp, GPS, and financia…

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