FEATURED
06:20 UTC
GitHub’s PR Inbox is GA — and it now understands agent-authored work
new feature deep dive
medium
GitHub’s GA PR Inbox makes agent-authored and human PRs flow through the same fast, searchable review queue.
anthropic
06:23 UTC
Anthropic extends free Fable 5 access in Claude Code, with higher caps, through July 19
pricing plan changes
medium
Use this short free window to run a serious Fable 5 bake-off and decide if it replaces your current coding model stack.
amazon-web-services
06:27 UTC
LLM agents: new exploit (“HalluSquatting”) and a simple defensive kill‑switch (“context bombing”)
trend pattern
high
LLM agents add fresh supply chain and IAM risk, but “context bombs” offer a cheap, surprisingly effective brake while you harden everything else.
model-context-protocol-mcp
06:28 UTC
Safari MCP brings agents into the browser; routing and cost tooling catch up
trend pattern
medium
Agents are moving from code-only to runtime debugging in Safari, so tighten your tracing and cost controls before usage spikes.
reinforcement-learning
06:29 UTC
From prompts to policy: a practical agentic RL loop for SQL agents
workflow use case
medium
Stop only tweaking prompts—start training agents with trajectories and rewards so they actually get better over time.
datasette
06:31 UTC
Datasette code spike hints at measurable gains from coding agents
trend pattern
medium
Measure agent impact with real repo metrics and quality counters—don’t mistake more commits for better outcomes.