diff --git a/CHANGELOG.md b/CHANGELOG.md
index f2bf99e..a918232 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,14 @@
 
 Full release notes with details on each version: [GitHub Releases](https://github.com/safishamsi/graphify/releases)
 
+## Unreleased
+
+- Feat: work-memory overlay — `graphify reflect` now projects the verdicts it distills (preferred / tentative / contested, recency-weighted) into a `.graphify_learning.json` sidecar next to graph.json, and `graphify explain` / `query` / `GRAPH_REPORT.md` / the HTML viewer surface them where you look (a `Lesson:` hint, a colored node ring). Builds on the idea in #1441/#1542 (thanks @TPAteeq), implemented as a sidecar rather than stamping graph.json: structural truth stays separate (no `learning_*` in graph.json or GraphML exports, no rebuild churn). Each verdict carries the source questions that produced it (provenance) and a content fingerprint of the cited code, so a verdict on a file that has changed since is flagged "code changed — re-verify" instead of shown as still-authoritative. Dead-ends stay query-scoped (a report section, never a node attribute). Letting verdicts influence query traversal is deliberately deferred (it needs propensity correction + exploration to avoid a self-reinforcing feedback loop).
+- Feat: type-aware `this.field.method()` resolution for TypeScript/JS (#1316, thanks @guyoron1). A member call through a constructor-injected dependency (`constructor(private db: Database)` then `this.db.query()`) now produces a `calls` edge to the field type's method, resolved by the field's declared type and gated by the single-definition god-node guard (an ambiguous or untyped field produces no edge — no global name-match fan-out). EXTRACTED confidence; constructor parameter-property injection scope.
+- Feat: resolve TypeScript wildcard path aliases (#1544, thanks @oleksii-tumanov). A `compilerOptions.paths` pattern like `@app/*` or `@*/interfaces` now captures the matched segment and substitutes it into each target in order, honoring tsc's longest-prefix / exact-wins specificity, baseUrl, and the first-existing-target fallback. Extends the #1531 resolver.
+- Feat: resolve JS namespace re-export bindings (#1552, thanks @oleksii-tumanov). `export * as ns from './mod'` now creates a real symbol node for `ns`, registers it as a named export (so a downstream `import { ns }` resolves to it), and emits a file-level `re_exports` edge — treated as a single opaque binding, so `ns.member` accesses don't fan out into false per-symbol edges. Includes cycle and deep-chain guards.
+- Feat: Objective-C dot-syntax property accesses and `@selector()` call edges (#1475, #1543, thanks @guyoron1). `self.product.name` now emits an `accesses` edge and `@selector(method)` a `calls` edge, each resolved only to an unambiguous in-scope definition by exact method-id match (a sibling of the same class for dot-syntax; exactly one method by exact selector name for `@selector`) — so `self.name` can't mis-resolve to a `-surname` sibling and same-named methods across classes don't fan out. Completes the #1475 ObjC follow-ups.
+
 ## 0.9.2 (2026-06-29)
 
 - Feat: type-aware Ruby member-call resolution (#1499, thanks @vamsipavanmahesh). `p.run` is now resolved by the inferred type of the receiver (`p = Processor.new` ⇒ `Processor#run`) instead of by globally-unique method name, so the edge survives name collisions (an unrelated `Worker#run` no longer makes it ambiguous) and never points at the wrong method. Introduces a small resolver-registry framework that the existing Swift (#1356) and Python (#1446) cross-file passes register into. Receiver types are inferred only from unambiguous local `var = ClassName.new` bindings; a call whose receiver type can't be proven resolves to nothing rather than to a guess — a deliberate precision-over-recall change for Ruby member calls.
diff --git a/README.md b/README.md
index 1f81ae0..ea32013 100644
--- a/README.md
+++ b/README.md
@@ -550,7 +550,9 @@ graphify save-result --question "Q" --answer "A" --nodes Foo Bar --outcome usefu
 graphify reflect                   # aggregate graphify-out/memory/ outcomes into reflections/LESSONS.md
 graphify reflect --if-stale        # no-op when LESSONS.md is already newer than every input (cheap to run each session)
 graphify reflect --out docs/LESSONS.md    # write the lessons doc somewhere else
-graphify reflect --graph graphify-out/graph.json  # also group lessons by community
+graphify reflect --graph graphify-out/graph.json  # group lessons by community + write the work-memory overlay (.graphify_learning.json)
+                                   # the overlay tags nodes preferred/tentative/contested (recency-weighted, with provenance);
+                                   # graphify explain / query then show a "Lesson:" hint, flagged "code changed — re-verify" when the source moved on
 
 graphify uninstall                 # remove from all platforms in one shot
 graphify uninstall --purge         # also delete graphify-out/