AGENTS GO TEAM-FIRST AND PERSISTENT
Agentic coding is moving from solo browser tabs to shared, persistent, team-visible workflows. Slack introduced [Slack Code](https://www.salesforce.com/introdu...
Agentic coding is moving from solo browser tabs to shared, persistent, team-visible workflows.
Slack introduced Slack Code, turning multi-turn coding sessions into shared, reviewable work inside Slack instead of private tabs. GitHub’s Copilot SDK added session rewind with file-change tracking and a per-request token provider so long sessions can use short-lived tokens safely v1.0.13-preview.2.
Addy Osmani’s Agent Skills 0.6.8 adds constraint-driven development (CONSTRAINTS.md + floor guards) and deeper backend/db performance guidance. Amp shipped cloud “orbs” for always-on coding agents you can start on a task and pick up later from any device Amp. Cresta is pushing an agent-operable CLI surface for enterprise workflows Cresta CLI.
Agent work stops being a black box and becomes auditable, collaborative, and easier to govern.
Session durability and short-lived token support make it safer to run agents on real repos and CI.
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terminal
Pilot a small repo with Slack Code: measure PR review latency and context handoffs versus your current flow.
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terminal
Enable Copilot SDK file-change tracking and a rotating token callback; verify rewind restores files and tokens never expire mid-run.
Legacy codebase integration strategies...
- 01.
Introduce agents behind feature flags and mandate CONSTRAINTS.md floor checks in CI to avoid silent quality drift.
- 02.
Route agent credentials via session-scoped token providers; keep agents in sandboxed, ephemeral environments.
Fresh architecture paradigms...
- 01.
Design the dev loop around shared agent sessions (Slack Code or similar) and persistent cloud runners (orbs) from day one.
- 02.
Bake in constraint-driven development and performance checklists as first-class acceptance criteria.
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