Hydrate Kit kit.gethydrate.dev

Hydrate social kits

11 kits. Sorted by most recent.

ID Title Angle Status Platforms Created
0002 Alice built a Go REST API from 13 facts and an empty directory
Bob reproduced every convention without reading a single file. 195 tokens of injected context was the only specification either developer had.
narrative draft X (2) · LinkedIn · Bluesky (1) · Reddit (1) 2026-05-07
0011 Anthropic revised their Claude Code cost estimates. $13/day average. $30/day at the 90th percentile.
The enterprise cost frame. Average developer cost revised from $6 to $13/day. 90th percentile from $12 to $30. At 100 developers that is $343,200 a year before onboarding and churn.
benchmark draft X (2) · LinkedIn · Bluesky (1) 2026-05-07
0003 Carol's lint task: 12 turns to 3
Team bench angle on canon propagation. Carol's lint session dropped from 12 turns to 3 because she already knew gopkg.in/yaml.v3 was in go.mod. Alice established that in session one. Carol inherited it without asking.
benchmark draft X (2) · LinkedIn · Bluesky (1) 2026-05-07
0010 Alice and Bob on Claude Code. Carol on Mistral Vibe. Facts evolved correctly across all three.
The cross-vendor round-trip. Carol joined in Mistral Vibe, recalled 10 facts from Alice and Bob's Claude Code sessions on her first call, defined a logging schema, and Alice applied it in Claude Code. Neither agent read the source tree at any point.
announcement draft X (2) · LinkedIn · Bluesky (1) · Reddit (1) 2026-05-07
0006 47 facts. 37 contradictions.
The dream system angle. An uncurated fact store after a few weeks of active development contains facts that actively contradict each other. The pgvector version from week one was incompatible with the cosine search pattern from week three. Nobody noticed until the consolidation cycle ran.
technical draft X (2) · LinkedIn · Bluesky (1) 2026-05-07
0005 Eve had never seen the codebase. With Hydrate: $0.162. Without: $0.510.
The cold-start problem hits hardest on day one. Eve's onboarding benchmark ran the same task on the same codebase with and without injected context. Same 7/10 result. 3.15x cheaper with Hydrate.
benchmark draft X (2) · LinkedIn · Bluesky (1) 2026-05-07
0007 Hydrate memory is now on Gemini CLI. One binary. Proven end-to-end.
Announcement angle on hydrate-mcp. Lead with the proof: I asked Gemini CLI about a project I built in Claude Code weeks ago. It recalled the database name and schema. Different company, different model, no mocks.
announcement draft X (2) · LinkedIn · Bluesky (1) · Reddit (1) · HN 2026-05-07
0008 Haiku alone: 2/7 shipped. Haiku with context: 7/7.
The tokenmaxxing counter-argument. Same model, same tasks, same prompts. The only variable was what Haiku knew before the first turn. Context is the lever, not the model.
benchmark draft X (2) · LinkedIn · Bluesky (1) · Reddit (1) 2026-05-07
0009 7/7 shipped at 12% of raw Opus cost
The hybrid routing result from the tokenmaxxing benchmark. One Sonnet session to seed the store. Haiku for every session after. Identical results to Opus. 12% of the cost.
benchmark draft X (2) · LinkedIn · Bluesky (1) 2026-05-07
0004 Sonnet for new decisions. Haiku for established implementation.
The model routing rule in one sentence. After your first sprint, 80% of sessions are implementation against decisions already made. Those sessions do not need frontier reasoning. They need frontier context.
contrarian draft X (1) · Bluesky (1) · Mastodon 2026-05-07
0001 Frank at 2am: same fix, half the cost
Narrative angle on the firefighter benchmark. Same bug, same 8/10 fix, same passing build. Haiku-with-memory cost $0.075. Sonnet-without cost $0.138. The whole cost story compressed into one on-call shift.
narrative ready X (3) · LinkedIn · Bluesky (1) · Mastodon · Reddit (2) · HN · dev.to 2026-05-04