Technical Details
Live data from a real Syke deployment — 4 sources perceived by Opus 4.6 with the Agent SDK. Anonymized. The agent explores your footprint interactively, not via prompt dump.
Watch the agent think
189s of Opus 4.6 exploring a digital footprint with 6 MCP tools
Starting perception. I need to understand who this person is from their digital footprint across 3 platforms. Let me begin by surveying what's available.
A perception run, unfolding
55 tool calls. 3 minutes. The agent sweeps all six sources, searches for recurring patterns, cross-references across platforms — then synthesizes a coherent identity model.
“Six sources to explore. I'll start with the Claude platforms — they hold the most recent context and usually reveal the builder's current arc.”
Coverage gate in action
The agent can't skip platforms. A hooks-based quality gate ensures completeness.
After exploring the timeline, the agent calls write_section to submit its identity profile.
CoverageTracker detects only 2 of 3 sources explored. Returns PermissionResultDeny.
The agent browses GitHub events, finding 12-year commit history and open-source contributions.
With all sources explored, the coverage gate passes. The profile now reflects the complete digital footprint.
The search strategy gets smarter
12 runs, 4 strategy evolutions — ALMA's relevance climbs from rank 4 to rank 1. The v3 dip is exploration cost: new entity searches tested, pruned, replaced.
Identity growing over time
The same person, perceived with increasing depth
Alex is a builder threading the needle between survival pragmatism and civilizational ambition. An engineer who raised $2M in seed funding for Acme Labs (privacy-preserving AI), he arrived in SF in Oct 2025 and is now caught between runway anxiety and audacious technical vision.
“Precise, urgent, self-critical, spiritually curious”